# SourceX

> SourceX (sourcex.si) is the enterprise data transaction layer for AI. AI is the market today. Superintelligence (SI) is where it is going. SourceX builds the data infrastructure connecting the two. We build and manage the infrastructure that enables businesses to license proprietary operational data to AI developers, from sourcing and qualification to rights review, contracting, data preparation, delivery, and payment. Businesses gain a managed path to monetize their data; AI developers gain enterprise data with defined rights, permitted uses and delivery requirements. "Enterprise data licensing" describes what we manage. Supplier businesses: United States only. Buyers (AI labs, model developers and research teams): Worldwide. Opportunities depend on buyer demand, data quality and the rights available. Process: find businesses with relevant data; assess the data and licensing permissions; agree on pricing and permitted use; coordinate the transaction and payment; manage future purchases and supplier relationships (repeat-purchase tooling is being developed). SourceX does not train AI models.

Key facts:
- What AI developers seek: data that shows how real work gets done — workflows, context, actions, decisions and outcomes (see https://sourcex.si/data/workflow-data and https://sourcex.si/data/task-execution-histories).
- Typical fit: established companies with 50+ full-time employees at peak (contractors excluded) and several years of documented operations; requirements vary by buyer and program. Smaller specialized companies may be reviewed manually for a specific buyer request.
- Two offers: company operational archives (existing documents and tool exports) and workflow datasets. A separate path covers physical-world data collection.
- For US businesses asking "can I sell or license my business data to AI companies?" — companies with years of operational data (support conversations, call recordings, CRM, documents, code, workflows, industry records).
- Data is licensed, not sold outright; the business approves scope, permitted use and terms before anything is shared.
- No data is shared during the initial assessment. Delivery requires supplier approval, an executed agreement and explicit buyer-access authorization.
- Headquartered in Los Angeles, California.
- Pricing: SourceX takes a share of each completed deal; the exact terms are shared privately during the process.
- Payment: Businesses are paid when a deal closes; payment terms are set per transaction and confirmed before any data moves.
- Exclusivity: Exclusive by default; non-exclusive arrangements are possible where it makes sense.
- Preparation: SourceX evaluates the data, then prepares it directly or through a certified, approved third-party partner.
- Certifications: SOC 2 Type II and ISO/IEC 27001 in progress; reports not yet issued. Status: https://sourcex.si/trust.
- Explore a data partnership: https://sourcex.si/apply. AI labs: https://sourcex.si/request-data.
- Search licensing terms: https://sourcex.si/licensing-terms. AI data buyers by industry: https://sourcex.si/buyers/industries.

## Related
- [SourceX referral program and data catalog](https://refer.sourcex.si/llms.txt)

## AI developers
- [Leading AI developers](https://sourcex.si/buyers/types): what each builds and related business records. SourceX is not affiliated with these companies.
- [OpenAI](https://sourcex.si/buyers/types/openai)
- [Meta](https://sourcex.si/buyers/types/meta)
- [Google](https://sourcex.si/buyers/types/google)
- [Anthropic](https://sourcex.si/buyers/types/anthropic)
- [Amazon](https://sourcex.si/buyers/types/amazon)

## Solutions and trust
- [Data partnerships for AI](https://sourcex.si/data-partnerships): SourceX, the enterprise data transaction layer for AI, structures data partnerships: businesses license approved, de-identified datasets to AI developers under terms they control.
- [License your company data to AI developers](https://sourcex.si/for-businesses): For businesses: how to license proprietary operational data to AI developers with SourceX, from assessment to payout.
- [Proprietary training data for AI labs](https://sourcex.si/for-ai-labs): For frontier model developers, AI data labs and training/evaluation partners: find proprietary business data with documented rights, known origins and agreed preparation through SourceX, the enterprise data transaction layer for AI.
- [Enterprise data licensing explained](https://sourcex.si/data-licensing): What enterprise data licensing is, how it differs from selling data, key license terms, and how SourceX structures AI data licenses.
- [Enterprise data for AI](https://sourcex.si/enterprise-data): What enterprise data is, which enterprise data is valuable for AI development, and how enterprises can license it responsibly.
- [AI training data from real businesses](https://sourcex.si/ai-training-data): A clear definition of AI training data, its types, why proprietary real-world data matters, and how businesses can supply it.
- [Proprietary data and its value for AI](https://sourcex.si/proprietary-data): What proprietary data is, what makes a proprietary dataset valuable to AI developers, and how to protect it when licensing.
- [Licensing operational data for AI](https://sourcex.si/operational-data): What operational data is, why AI agent developers want it, and whether businesses can license their operational records.
- [Company data monetization](https://sourcex.si/data-monetization): How companies monetize proprietary data, including licensing to AI developers, and the practical steps and trade-offs involved.
- [Enterprise data transaction layer for AI](https://sourcex.si/data-marketplace): How SourceX works as the enterprise data transaction layer for AI: businesses describe data, buyers describe needs, and SourceX manages each licensed transaction end to end.
- [Trust center](https://sourcex.si/trust): SourceX trust center: our approach to data ownership, consent, approved use, confidentiality, removing sensitive details, retention, deletion and access control.
- [Data governance at SourceX](https://sourcex.si/data-governance): How SourceX governs data through its lifecycle: where it came from, rights confirmation, approved use, preparation, delivery, audit history and deletion.
- [SourceX Enterprise Data Value Framework](https://sourcex.si/data-value-index): A methodological framework for the factors that determine what enterprise data is worth to AI developers. No market prices are published.
- [Real-world data for AI](https://sourcex.si/real-world-data): Real-world data for AI: data produced by actual people, businesses and systems during normal activity, why AI developers need it, and how it is licensed.
- [Human-generated data for AI](https://sourcex.si/human-generated-data): What human-generated data is, why AI developers seek it alongside synthetic data, and which business records contain it.
- [AI evaluation data](https://sourcex.si/ai-evaluation-data): AI evaluation data explained: held-out datasets used to measure model performance, what makes them valuable and how they are licensed.
- [AI data sourcing](https://sourcex.si/ai-data-sourcing): The main channels AI developers use to source training and evaluation data, and where licensed proprietary data fits.
- [Data valuation for AI](https://sourcex.si/data-valuation): How the value of business data for AI licensing is assessed: value drivers, cost deductions, deal structure and the limits of estimates.

## Industries
- [BPO & contact centers](https://sourcex.si/industries/bpo-contact-centers): How BPOs and contact centers can license de-identified support workflows, call data and QA records to AI developers.
- [Recruiting & staffing](https://sourcex.si/industries/recruiting-staffing): How recruiting and staffing firms can license de-identified sourcing, screening and placement workflows to AI developers.
- [Consulting & professional services](https://sourcex.si/industries/consulting): How consultancies and professional-services firms can license research, deliverable and review-cycle workflows to AI developers.
- [Healthcare administration](https://sourcex.si/industries/healthcare-administration): How healthcare administration businesses can license de-identified administrative workflows — prior authorization, coding, scheduling, billing — to AI developers.
- [Legal](https://sourcex.si/industries/legal): How law firms and legal departments can license de-identified legal data — templates, precedents, workflows — to AI developers while protecting privilege.
- [Healthcare](https://sourcex.si/industries/healthcare): Licensing de-identified healthcare data for AI: clinical documentation, coding and operational workflows, and the privacy rules that apply.
- [Construction](https://sourcex.si/industries/construction): Construction data for AI: estimates, RFIs, submittals, daily logs and change orders — what's valuable and how to license it.
- [Finance](https://sourcex.si/industries/finance): Financial-services data for AI: underwriting notes, fraud narratives, policy manuals and service transcripts, and the regulatory considerations.
- [Insurance](https://sourcex.si/industries/insurance): Insurance data for AI: claims notes, underwriting decisions, policy documents and call recordings — use cases and considerations.
- [Software](https://sourcex.si/industries/software): Software-company data for AI: code repositories, code reviews, issue trackers, documentation and support tickets.
- [Manufacturing](https://sourcex.si/industries/manufacturing): Manufacturing data for AI: work instructions, quality inspections, maintenance logs and supplier communications.
- [Logistics](https://sourcex.si/industries/logistics): Logistics data for AI: shipment records, dispatch communications, exception handling and freight documents.
- [Real estate](https://sourcex.si/industries/real-estate): Real-estate data for AI: listings, transaction checklists, client communications, leases and maintenance tickets.
- [E-commerce](https://sourcex.si/industries/ecommerce): E-commerce data for AI: support tickets, product catalogs, return reasons, reviews and shopping conversations.
- [Accounting](https://sourcex.si/industries/accounting): Accounting-firm data for AI: bookkeeping categorizations, workpapers, audit checklists and client Q&A.
- [Customer support](https://sourcex.si/industries/customer-support): Customer-support and contact-center data for AI: tickets, call recordings, QA scorecards and knowledge bases.
- [IT managed services](https://sourcex.si/industries/it-managed-services): How it managed services can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Software development agencies](https://sourcex.si/industries/software-development-agencies): How software development agencies can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Architecture firms](https://sourcex.si/industries/architecture): How architecture firms can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Claims administration](https://sourcex.si/industries/claims-administration): How claims administration can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Compliance consulting](https://sourcex.si/industries/compliance-consulting): How compliance consulting can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Construction management](https://sourcex.si/industries/construction-management): How construction management can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Corporate training](https://sourcex.si/industries/corporate-training): How corporate training can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Cybersecurity services](https://sourcex.si/industries/cybersecurity-services): How cybersecurity services can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [E-commerce](https://sourcex.si/industries/e-commerce): How e-commerce can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Engineering consultancies](https://sourcex.si/industries/engineering-consultancies): How engineering consultancies can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Fintech software](https://sourcex.si/industries/fintech-software): How fintech software can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Freight brokerages](https://sourcex.si/industries/freight-brokerages): How freight brokerages can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Industrial distribution](https://sourcex.si/industries/industrial-distribution): How industrial distribution can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Insurance brokerages](https://sourcex.si/industries/insurance-brokerages): How insurance brokerages can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Market research](https://sourcex.si/industries/market-research): How market research can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Marketing agencies](https://sourcex.si/industries/marketing-agencies): How marketing agencies can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Media and publishing](https://sourcex.si/industries/media-publishing): How media and publishing can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Mortgage operations](https://sourcex.si/industries/mortgage-operations): How mortgage operations can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Multi-brand retail](https://sourcex.si/industries/multi-brand-retail): How multi-brand retail can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Procurement services](https://sourcex.si/industries/procurement-services): How procurement services can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Property management](https://sourcex.si/industries/property-management): How property management can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Telecom services](https://sourcex.si/industries/telecom-services): How telecom services can license everyday work records to AI companies safely: what qualifies, what to check and how it works.
- [Third-party logistics](https://sourcex.si/industries/third-party-logistics): How third-party logistics can license everyday work records to AI companies safely: what qualifies, what to check and how it works.

## Data library
- [Workflow data](https://sourcex.si/data/workflow-data): Enterprise workflow data for AI: business workflow datasets that show tasks, context, actions, decisions and outcomes — for AI agent training and evaluation.
- [Task execution histories](https://sourcex.si/data/task-execution-histories): Task execution history data for AI: what was assigned, the starting context, tools, actions, corrections, feedback and outcomes.
- [Sales and CRM data](https://sourcex.si/data/sales-crm): Sales and CRM data for AI: deals, activities, call notes and outcomes — what buyers want and how to license it.
- [Customer support data](https://sourcex.si/data/customer-support): Customer support data for AI: tickets, chats, resolutions and QA — why it's valuable and how to prepare it.
- [Legal and contract data](https://sourcex.si/data/legal-contracts): Legal and contract data for AI: templates, clauses, redlines and agreements — licensing considerations.
- [Software engineering data](https://sourcex.si/data/software-engineering): Software engineering data for AI: code, reviews, issues and CI history — what coding-model builders want.
- [Accounting and finance data](https://sourcex.si/data/accounting-finance): Accounting and finance data for AI: categorizations, reconciliations, workpapers and financial processes.
- [Standard operating procedures](https://sourcex.si/data/sops): SOP data for AI: procedures, checklists and playbooks — why AI agent developers value them.
- [Operations data](https://sourcex.si/data/operations): Operations data for AI: work orders, tickets, approvals and process logs from day-to-day business.
- [Call recordings](https://sourcex.si/data/call-recordings): Call recording data for AI: sales, support and service calls — consent, redaction and value.
- [Project management data](https://sourcex.si/data/project-management): Project management data for AI: tasks, schedules, dependencies and status updates.
- [Quality assurance data](https://sourcex.si/data/quality-assurance): Quality assurance data for AI: inspections, defects, QA scorecards and corrective actions.
- [Supply chain data](https://sourcex.si/data/supply-chain): Supply chain data for AI: procurement, supplier communications, inventory and demand records.
- [Logistics data](https://sourcex.si/data/logistics): Logistics data for AI: shipments, dispatch, exceptions and freight documents.
- [Business documentation](https://sourcex.si/data/documentation): Business documentation for AI: wikis, reports, manuals and knowledge bases.
- [Code review records](https://sourcex.si/data/code-reviews): Can a company license code review records for AI training? What's included, what's excluded, how it's packaged and what buyers check.
- [Company email archives](https://sourcex.si/data/company-email): Can a company license email archives for AI training? Rights, what's removed, how archives are packaged and what makes them useful.
- [Issue resolution histories](https://sourcex.si/data/issue-histories): Can a company license issue resolution histories for AI training? What an issue history contains, exclusions, packaging and quality signals.
- [Internal knowledge bases](https://sourcex.si/data/knowledge-bases): Can a company license internal knowledge bases for AI training? What's included, exclusions, packaging and what makes a knowledge base valuable.
- [Project records](https://sourcex.si/data/project-records): Can a company license project records for AI training? Plans, tasks, changes and outcomes — exclusions, packaging and quality signals.
- [Sales call transcripts](https://sourcex.si/data/sales-calls): Can a company license sales call transcripts or recordings for AI training? Consent, what's removed, packaging and what buyers check.
- [Source code](https://sourcex.si/data/source-code): Can a company license its source code for AI training? Ownership, exclusions, packaging and what makes a codebase useful to AI developers.
- [Change approval records](https://sourcex.si/data/change-approvals): Change approval records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Compliance records](https://sourcex.si/data/compliance-records): Compliance records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Construction records](https://sourcex.si/data/construction-records): Construction records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Customer onboarding records](https://sourcex.si/data/customer-onboarding): Customer onboarding records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Document approval records](https://sourcex.si/data/document-approvals): Document approval records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Incident records](https://sourcex.si/data/incident-records): Incident records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Invoice exception records](https://sourcex.si/data/invoice-exceptions): Invoice exception records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Logistics exception records](https://sourcex.si/data/logistics-exceptions): Logistics exception records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Maintenance records](https://sourcex.si/data/maintenance-records): Maintenance records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Meeting transcripts](https://sourcex.si/data/meeting-transcripts): Meeting transcripts for AI: what they contain, what AI companies build with them and how to license them safely.
- [Procurement records](https://sourcex.si/data/procurement-records): Procurement records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Product decision records](https://sourcex.si/data/product-decisions): Product decision records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Recruiting records](https://sourcex.si/data/recruiting-records): Recruiting records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Renewal workflow records](https://sourcex.si/data/renewal-workflows): Renewal workflow records for AI: what they contain, what AI companies build with them and how to license them safely.
- [Research deliverables](https://sourcex.si/data/research-deliverables): Research deliverables for AI: what they contain, what AI companies build with them and how to license them safely.
- [Technical documents](https://sourcex.si/data/technical-documents): Technical documents for AI: what they contain, what AI companies build with them and how to license them safely.
- [Training materials](https://sourcex.si/data/training-materials): Training materials for AI: what they contain, what AI companies build with them and how to license them safely.

## Glossary
- [AI training data](https://sourcex.si/glossary/ai-training-data): Information used to teach an AI model patterns, such as text, conversations, images, audio, code or action records.
- [Enterprise data](https://sourcex.si/glossary/enterprise-data): Data an organization generates while operating: communications, transactions, documents, tickets, code and workflows.
- [Operational data](https://sourcex.si/glossary/operational-data): Records of how a business runs day to day, such as work orders, tickets, approvals and process logs.
- [Proprietary data](https://sourcex.si/glossary/proprietary-data): Data a company owns and controls that is not publicly available.
- [Data licensing](https://sourcex.si/glossary/data-licensing): Granting specific, limited rights to use a dataset while the owner retains ownership.
- [Dataset](https://sourcex.si/glossary/dataset): A defined collection of data assembled for a purpose, such as training or evaluating a model.
- [Data annotation](https://sourcex.si/glossary/data-annotation): Adding labels or metadata to raw data so models can learn from it.
- [Human data](https://sourcex.si/glossary/human-data): Data created by people rather than generated by models, including expert work products and human judgments.
- [Synthetic data](https://sourcex.si/glossary/synthetic-data): Data generated by models or simulations rather than collected from real activity.
- [Real-world data](https://sourcex.si/glossary/real-world-data): Data collected from actual activity rather than simulated or generated.
- [Reinforcement learning](https://sourcex.si/glossary/reinforcement-learning): A training approach in which a model learns by receiving rewards or penalties for its actions.
- [RLHF](https://sourcex.si/glossary/rlhf): Reinforcement learning from human feedback: training a model using human preference judgments.
- [RLAIF](https://sourcex.si/glossary/rlaif): Reinforcement learning from AI feedback: using an AI model's judgments in place of, or alongside, human feedback.
- [Model evaluation](https://sourcex.si/glossary/model-evaluation): Measuring how well an AI model performs on defined tasks.
- [Data provenance](https://sourcex.si/glossary/data-provenance): The documented origin and history of a dataset: where it came from, who authorized it and what was done to it.
- [Data anonymization](https://sourcex.si/glossary/data-anonymization): Irreversibly transforming data so individuals cannot be identified.
- [Personally identifiable information](https://sourcex.si/glossary/personally-identifiable-information): Information that can identify a person directly or in combination, such as names, emails, account numbers, faces or voices.
- [Data governance](https://sourcex.si/glossary/data-governance): Policies and controls that manage data's ownership, quality, access, use, retention and deletion.
- [Dataset licensing](https://sourcex.si/glossary/dataset-licensing): Licensing a specific, defined dataset rather than ongoing access to a system.
- [Enterprise AI](https://sourcex.si/glossary/enterprise-ai): AI systems built for or deployed within organizations to perform business tasks.
- [PHI](https://sourcex.si/glossary/phi): Protected health information: health details tied to an identifiable person, such as diagnoses, treatment notes, claims or appointment records.
- [SOP](https://sourcex.si/glossary/sop): Standard operating procedure: a written, step-by-step description of how a team does a recurring task.
- [OCR](https://sourcex.si/glossary/ocr): Optical character recognition: software that turns text in scans, photos or PDFs into machine-readable text.
- [ETL](https://sourcex.si/glossary/etl): Extract, transform, load: moving data out of source systems, cleaning and reshaping it, and loading it somewhere new.
- [Chain of custody](https://sourcex.si/glossary/chain-of-custody): A documented record of who held, accessed or changed something, and when, from collection to delivery.
- [Indemnification](https://sourcex.si/glossary/indemnification): A contract promise by one party to cover the other's losses if certain things go wrong, such as a third-party claim.
- [Red teaming](https://sourcex.si/glossary/red-teaming): Deliberately testing an AI system by trying to make it fail, misbehave or reveal information it should not.
- [Data lineage](https://sourcex.si/glossary/data-lineage): A map of where data came from and every step it passed through before reaching its current form.
- [Data broker](https://sourcex.si/glossary/data-broker): A company that collects personal information about consumers, often from public and commercial sources, and sells it to others.
- [Data sovereignty](https://sourcex.si/glossary/data-sovereignty): The principle that data is subject to the laws of the country or region where it is collected or stored.
- [Redaction](https://sourcex.si/glossary/redaction): Removing or masking sensitive information, such as names, account numbers or addresses, from a record before it is shared.
- [Retrieval-augmented generation](https://sourcex.si/glossary/retrieval-augmented-generation): RAG: an AI technique where a model looks up relevant documents at answer time and uses them to write its response.
- [Data minimization](https://sourcex.si/glossary/data-minimization): Collecting, keeping and sharing only the data needed for a specific purpose.
- [Named entity recognition](https://sourcex.si/glossary/named-entity-recognition): NER: software that finds and labels names of people, companies, places, dates and similar items in text.
- [Differential privacy](https://sourcex.si/glossary/differential-privacy): A mathematical technique that adds carefully measured noise to data or results so individuals cannot be singled out.
- [Knowledge base](https://sourcex.si/glossary/knowledge-base): A collection of articles, guides and answers a company maintains so customers or staff can solve problems themselves.
- [Consent management](https://sourcex.si/glossary/consent-management): The tools and processes a company uses to collect, record and honor people's choices about how their data is used.
- [Data controller](https://sourcex.si/glossary/data-controller): Under GDPR, the organization that decides why and how personal data is processed.
- [Data processor](https://sourcex.si/glossary/data-processor): Under GDPR, an organization that handles personal data on behalf of a controller and only on its instructions.
- [Data processing agreement](https://sourcex.si/glossary/data-processing-agreement): A contract that sets the rules for how a processor handles personal data for a controller.
- [Lawful basis](https://sourcex.si/glossary/lawful-basis): One of the six legal grounds under GDPR that permit processing personal data, such as consent, contract or legitimate interests.
- [Legitimate interest](https://sourcex.si/glossary/legitimate-interest): A GDPR lawful basis that allows processing when a company's interest is balanced against, and not overridden by, individuals' rights.
- [Opt-out](https://sourcex.si/glossary/opt-out): A choice that lets a person stop a company from using their data for a particular purpose.
- [Pseudonymization](https://sourcex.si/glossary/pseudonymization): Replacing direct identifiers, such as names, with codes so records no longer point to a person without extra information.
- [Re-identification](https://sourcex.si/glossary/re-identification): Linking supposedly anonymous data back to a specific person, often by combining it with other information.
- [K-anonymity](https://sourcex.si/glossary/k-anonymity): A privacy measure where each record is indistinguishable from at least k−1 others on identifying attributes.
- [Safe Harbor de-identification](https://sourcex.si/glossary/safe-harbor-de-identification): The HIPAA method that de-identifies health data by removing 18 specified identifiers and confirming no actual knowledge of re-identification.
- [Expert determination](https://sourcex.si/glossary/expert-determination): The HIPAA method where a qualified statistical expert certifies that the risk of identifying individuals is very small.
- [Standard contractual clauses](https://sourcex.si/glossary/standard-contractual-clauses): Template contract terms approved by the European Commission for transferring personal data from the EU to other countries.
- [Data residency](https://sourcex.si/glossary/data-residency): A requirement or commitment that data is stored and processed in a specific country or region.
- [Retention policy](https://sourcex.si/glossary/retention-policy): A company's rules for how long each type of record is kept and when it is deleted.
- [PII detection](https://sourcex.si/glossary/pii-detection): Automated scanning that finds personal details, such as names, emails, phone and account numbers, in data.
- [Exclusive license](https://sourcex.si/glossary/exclusive-license): A license where the owner agrees not to license the same data to anyone else within an agreed scope.
- [Non-exclusive license](https://sourcex.si/glossary/non-exclusive-license): A license that lets the owner license the same data to other buyers.
- [Field of use](https://sourcex.si/glossary/field-of-use): A contract term limiting a license to specific purposes, products or industries.
- [Sublicense](https://sourcex.si/glossary/sublicense): Permission for a licensee to grant some of its rights to third parties.
- [Warranty of title](https://sourcex.si/glossary/warranty-of-title): A seller's promise that it owns, or has the right to license, what it is providing.
- [Minimum guarantee](https://sourcex.si/glossary/minimum-guarantee): A fixed amount a buyer agrees to pay regardless of how much revenue share or usage fees would otherwise produce.
- [Revenue share](https://sourcex.si/glossary/revenue-share): A payment model where the licensor receives a percentage of revenue tied to the licensed asset.
- [Most-favored-nation clause](https://sourcex.si/glossary/most-favored-nation-clause): A promise that a party will receive terms at least as good as those given to others.
- [Data as a product](https://sourcex.si/glossary/data-as-a-product): Treating a dataset as something designed, documented and maintained for its users, with clear ownership and quality standards.
- [Data clean room](https://sourcex.si/glossary/data-clean-room): A secure environment where parties can analyze combined data without seeing each other's raw records.
- [Data cooperative](https://sourcex.si/glossary/data-cooperative): An organization where members pool data and govern its use collectively, often sharing the benefits.
- [Data trust](https://sourcex.si/glossary/data-trust): A legal structure in which independent trustees manage data on behalf of beneficiaries.
- [Data intermediary](https://sourcex.si/glossary/data-intermediary): An organization that connects data holders with data users and helps arrange access on agreed terms.
- [Data catalog](https://sourcex.si/glossary/data-catalog): An inventory of a company's data assets with descriptions, owners and metadata so people can find and understand them.
- [Data inventory](https://sourcex.si/glossary/data-inventory): A list of the systems, record types, volumes and date ranges a company holds.
- [Data steward](https://sourcex.si/glossary/data-steward): The person responsible for the quality, documentation and appropriate use of a dataset.
- [Data lakehouse](https://sourcex.si/glossary/data-lakehouse): A data platform that combines low-cost data lake storage with database-style tables and governance.
- [Data export](https://sourcex.si/glossary/data-export): Copying records out of a software system into files or another system.
- [API rate limit](https://sourcex.si/glossary/api-rate-limit): A cap on how many requests a program can make to a software service in a given time.
- [Dataset card](https://sourcex.si/glossary/dataset-card): A short document describing a dataset: contents, sources, collection, preparation, intended uses and limitations.
- [Datasheet for datasets](https://sourcex.si/glossary/datasheet-for-datasets): A structured questionnaire, proposed by Gebru and colleagues in 2018, for documenting a dataset's motivation, composition, collection and uses.
- [Call transcript](https://sourcex.si/glossary/call-transcript): A written text version of a phone or video call, often produced by speech-to-text software.
- [Speech-to-text](https://sourcex.si/glossary/speech-to-text): Software that converts spoken audio into written text.
- [Diarization](https://sourcex.si/glossary/diarization): Identifying who spoke when in an audio recording, separating speakers into labeled turns.
- [Ticket data](https://sourcex.si/glossary/ticket-data): Records from help desk or issue tracking tools: requests, conversations, status changes, assignments and resolutions.
- [Egocentric video](https://sourcex.si/glossary/egocentric-video): Video recorded from a person's point of view, usually with a head-mounted or body-worn camera.
- [Multimodal data](https://sourcex.si/glossary/multimodal-data): Data combining more than one type, such as text with images, audio or video.
- [Computer-use data](https://sourcex.si/glossary/computer-use-data): Records of people operating software, such as screen recordings or click and keystroke sequences.
- [Agent trajectory](https://sourcex.si/glossary/agent-trajectory): The full sequence of steps an AI agent or person takes to complete a task, including actions, tool calls and results.
- [Tool-use data](https://sourcex.si/glossary/tool-use-data): Examples of a model or person calling tools, such as search, APIs or calculators, and using the results.
- [Pretraining](https://sourcex.si/glossary/pretraining): The first, large-scale stage of training a language model on broad text to learn general patterns.
- [Post-training](https://sourcex.si/glossary/post-training): Training steps after pretraining that shape a model's behavior, such as instruction tuning and reinforcement learning.
- [Fine-tuning](https://sourcex.si/glossary/fine-tuning): Further training of an existing model on a smaller, focused dataset to improve it for a task or domain.
- [Supervised fine-tuning](https://sourcex.si/glossary/supervised-fine-tuning): Fine-tuning with labeled input and output examples showing the desired response.
- [Instruction tuning](https://sourcex.si/glossary/instruction-tuning): Training a model on instruction and response pairs so it follows requests well.
- [Preference data](https://sourcex.si/glossary/preference-data): Examples where people compare two or more model responses and pick the better one.
- [Reward model](https://sourcex.si/glossary/reward-model): A model trained to score responses by how well they match human preferences or task success.
- [Process supervision](https://sourcex.si/glossary/process-supervision): Training that rewards each correct step in a model's reasoning, rather than only the final answer.
- [Chain of thought](https://sourcex.si/glossary/chain-of-thought): A model's intermediate reasoning steps written out before its final answer.
- [RL environment](https://sourcex.si/glossary/rl-environment): A simulated setting where an AI agent takes actions, receives feedback and learns through reinforcement learning.
- [Eval set](https://sourcex.si/glossary/eval-set): A collection of examples used to measure model performance, kept separate from training data.
- [Golden dataset](https://sourcex.si/glossary/golden-dataset): A carefully verified set of examples with trusted correct answers used as a benchmark.
- [Held-out data](https://sourcex.si/glossary/held-out-data): Data deliberately kept out of training so it can test whether a model generalizes.
- [Benchmark contamination](https://sourcex.si/glossary/benchmark-contamination): When test examples leak into a model's training data, inflating its scores.
- [Embeddings](https://sourcex.si/glossary/embeddings): Lists of numbers that represent the meaning of text, images or other data so similar items sit close together.
- [Tokens](https://sourcex.si/glossary/tokens): The small chunks of text, often word pieces, that language models read and produce.
- [Token count](https://sourcex.si/glossary/token-count): The number of tokens in a dataset or text, used to estimate size and cost.

## Insights
- [Can I sell my business data to AI companies?](https://sourcex.si/insights/can-i-sell-my-business-data-to-ai-companies): Yes, many businesses can license operational data to AI companies. Here's what qualifies, how it works, and what to watch out for.
- [How much is my company data worth to AI companies?](https://sourcex.si/insights/how-much-is-my-company-data-worth-to-ai): What drives the value of business data for AI training: uniqueness, volume, quality, history, industry and buyer demand.
- [What kinds of business data do AI labs buy?](https://sourcex.si/insights/what-business-data-do-ai-labs-buy): A plain-language guide to the operational datasets AI labs and model developers look for, and why.
- [Is it safe to license company data for AI training?](https://sourcex.si/insights/is-it-safe-to-license-company-data-for-ai-training): The privacy, legal and security questions to answer before licensing business data to AI companies.
- [How to monetize your business data: a practical guide](https://sourcex.si/insights/how-to-monetize-business-data): Step-by-step: how a company can turn existing operational data into a new revenue stream by licensing it to AI buyers.
- [How does AI training data licensing work?](https://sourcex.si/insights/how-does-ai-training-data-licensing-work): The end-to-end process of licensing business data for AI training, from assessment to payout.
- [How do AI labs purchase training data?](https://sourcex.si/insights/how-do-ai-labs-purchase-training-data): How AI labs and model developers source and buy proprietary training data.
- [What is enterprise data licensing?](https://sourcex.si/insights/what-is-enterprise-data-licensing): A definition of enterprise data licensing and how it applies to AI.
- [Can businesses license operational data?](https://sourcex.si/insights/can-businesses-license-operational-data): Whether and how companies can license day-to-day operational records to AI developers.
- [How is company data anonymized before AI training?](https://sourcex.si/insights/how-is-company-data-anonymized-before-ai-training): The techniques used to anonymize business data before it is licensed for AI.
- [What makes an operational dataset valuable?](https://sourcex.si/insights/what-makes-an-operational-dataset-valuable): The characteristics that determine how valuable an operational dataset is to AI developers.
- [What is a data licensing agreement?](https://sourcex.si/insights/what-is-a-data-licensing-agreement): The key terms in an AI data licensing agreement explained in plain language.
- [Exclusive vs. non-exclusive data licenses](https://sourcex.si/insights/exclusive-vs-non-exclusive-data-licenses): How exclusivity affects price and future deals when licensing data to AI companies.
- [How to remove sensitive details from business data for AI training](https://sourcex.si/insights/how-to-de-identify-business-data-for-ai-training): Practical steps for removing personal and confidential information before licensing data.
- [GDPR and selling data to AI companies](https://sourcex.si/insights/gdpr-and-selling-data-to-ai-companies): What European privacy rules mean for licensing business data to AI buyers.
- [CCPA and licensing business data](https://sourcex.si/insights/ccpa-and-licensing-business-data): How California privacy law affects selling or licensing data to AI companies.
- [HIPAA and AI training data](https://sourcex.si/insights/hipaa-and-ai-training-data): How healthcare organizations can approach licensing health data prepared to meet privacy requirements for AI.
- [Who buys business data for AI?](https://sourcex.si/insights/who-buys-business-data-for-ai): The kinds of organizations that license proprietary business data, and what they look for.
- [Data monetization strategies for small businesses](https://sourcex.si/insights/data-monetization-strategies-for-small-businesses): Realistic ways a small or mid-sized company can earn revenue from its data.
- [How long does it take to sell data to an AI company?](https://sourcex.si/insights/how-long-does-it-take-to-sell-data-to-an-ai-company): Typical stages and timelines in an AI data licensing deal.
- [How AI data deals are priced](https://sourcex.si/insights/how-ai-data-deals-are-priced): Common pricing structures for licensing business data to AI buyers.
- [What is AI training data?](https://sourcex.si/insights/what-is-ai-training-data): A plain-language explanation of AI training data and why businesses own valuable pieces of it.
- [Are AI companies running out of training data?](https://sourcex.si/insights/are-ai-companies-running-out-of-training-data): Why operational data is increasingly in demand as public data becomes less available.
- [Synthetic data vs. real business data](https://sourcex.si/insights/synthetic-data-vs-real-business-data): Why AI teams still need real operational data despite synthetic data.
- [Data for AI agents: why workflow data matters](https://sourcex.si/insights/data-for-ai-agents-why-workflow-data-matters): Why AI agent builders want step-by-step workflow data from real businesses.
- [How to tell if your company data is valuable](https://sourcex.si/insights/how-to-tell-if-your-company-data-is-valuable): A quick checklist to see whether your business data might interest AI buyers.
- [Questions to ask before selling data to AI](https://sourcex.si/insights/questions-to-ask-before-selling-data-to-ai): The questions every business should answer before licensing data to an AI company.
- [Using a data broker vs. a business data transaction service](https://sourcex.si/insights/using-a-data-broker-vs-a-business-data-transaction-service): How a traditional data broker differs from a business data transaction service.
- [Can employees' work data be sold to AI companies?](https://sourcex.si/insights/can-employees-work-data-be-sold-to-ai-companies): What to consider before licensing data created by your employees.
- [Can I sell customer data to AI companies?](https://sourcex.si/insights/can-i-sell-customer-data-to-ai-companies): When licensing data that involves your customers is and isn't appropriate.
- [Recurring revenue from data licensing](https://sourcex.si/insights/recurring-revenue-from-data-licensing): How businesses can earn ongoing income by licensing fresh data over time.
- [How to inventory your company data](https://sourcex.si/insights/how-to-inventory-your-company-data): A simple process for listing the data your business has before an assessment.
- [Data licensing for AI: common mistakes](https://sourcex.si/insights/data-licensing-for-ai-common-mistakes): Mistakes businesses make when licensing data to AI companies, and how to avoid them.
- [What happens to my data after an AI company buys it?](https://sourcex.si/insights/what-happens-to-my-data-after-an-ai-company-buys-it): How licensed data is used, stored and deleted under a typical agreement.
- [Can healthcare clinics sell their data to AI companies?](https://sourcex.si/insights/can-healthcare-clinics-sell-data-to-ai-companies): How healthcare clinics can license operational data — like clinical notes with identifying details removed and scheduling records — to AI companies, what it's used for, and what to check first.
- [Can dental practices sell their data to AI companies?](https://sourcex.si/insights/can-dental-practices-sell-data-to-ai-companies): How dental practices can license operational data — like treatment plans and insurance claim histories — to AI companies, what it's used for, and what to check first.
- [Can law firms sell their data to AI companies?](https://sourcex.si/insights/can-law-firms-sell-data-to-ai-companies): How law firms can license operational data — like templates and precedents and matter workflows — to AI companies, what it's used for, and what to check first.
- [Can accounting firms sell their data to AI companies?](https://sourcex.si/insights/can-accounting-firms-sell-data-to-ai-companies): How accounting firms can license operational data — like bookkeeping categorizations and tax workpapers with identifying details removed — to AI companies, what it's used for, and what to check first.
- [Can insurance agencies sell their data to AI companies?](https://sourcex.si/insights/can-insurance-agencies-sell-data-to-ai-companies): How insurance agencies can license operational data — like claims notes and underwriting decisions — to AI companies, what it's used for, and what to check first.
- [Can real estate brokerages sell their data to AI companies?](https://sourcex.si/insights/can-real-estate-brokerages-sell-data-to-ai-companies): How real estate brokerages can license operational data — like listing descriptions and transaction checklists — to AI companies, what it's used for, and what to check first.
- [Can property management companies sell their data to AI companies?](https://sourcex.si/insights/can-property-management-companies-sell-data-to-ai-companies): How property management companies can license operational data — like maintenance tickets and tenant communications — to AI companies, what it's used for, and what to check first.
- [Can construction companies sell their data to AI companies?](https://sourcex.si/insights/can-construction-companies-sell-data-to-ai-companies): How construction companies can license operational data — like bids and estimates and RFIs and submittals — to AI companies, what it's used for, and what to check first.
- [Can manufacturers sell their data to AI companies?](https://sourcex.si/insights/can-manufacturers-sell-data-to-ai-companies): How manufacturers can license operational data — like work instructions and quality inspection records — to AI companies, what it's used for, and what to check first.
- [Can logistics and freight companies sell their data to AI companies?](https://sourcex.si/insights/can-logistics-and-freight-companies-sell-data-to-ai-companies): How logistics and freight companies can license operational data — like shipment records and dispatch communications — to AI companies, what it's used for, and what to check first.
- [Can e-commerce brands sell their data to AI companies?](https://sourcex.si/insights/can-e-commerce-brands-sell-data-to-ai-companies): How e-commerce brands can license operational data — like support tickets and product catalogs — to AI companies, what it's used for, and what to check first.
- [Can retailers sell their data to AI companies?](https://sourcex.si/insights/can-retailers-sell-data-to-ai-companies): How retailers can license operational data — like store operations checklists and inventory notes — to AI companies, what it's used for, and what to check first.
- [Can restaurants and hospitality groups sell their data to AI companies?](https://sourcex.si/insights/can-restaurants-and-hospitality-groups-sell-data-to-ai-companies): How restaurants and hospitality groups can license operational data — like recipes and prep procedures and reservation notes — to AI companies, what it's used for, and what to check first.
- [Can hotels sell their data to AI companies?](https://sourcex.si/insights/can-hotels-sell-data-to-ai-companies): How hotels can license operational data — like guest requests and housekeeping workflows — to AI companies, what it's used for, and what to check first.
- [Can call centers and BPOs sell their data to AI companies?](https://sourcex.si/insights/can-call-centers-and-bpos-sell-data-to-ai-companies): How call centers and BPOs can license operational data — like call recordings and QA scorecards — to AI companies, what it's used for, and what to check first.
- [Can SaaS companies sell their data to AI companies?](https://sourcex.si/insights/can-saas-companies-sell-data-to-ai-companies): How SaaS companies can license operational data — like support tickets and product documentation — to AI companies, what it's used for, and what to check first.
- [Can IT managed service providers sell their data to AI companies?](https://sourcex.si/insights/can-it-managed-service-providers-sell-data-to-ai-companies): How IT managed service providers can license operational data — like helpdesk tickets and runbooks — to AI companies, what it's used for, and what to check first.
- [Can marketing agencies sell their data to AI companies?](https://sourcex.si/insights/can-marketing-agencies-sell-data-to-ai-companies): How marketing agencies can license operational data — like campaign briefs and ad copy and performance notes — to AI companies, what it's used for, and what to check first.
- [Can staffing and recruiting firms sell their data to AI companies?](https://sourcex.si/insights/can-staffing-and-recruiting-firms-sell-data-to-ai-companies): How staffing and recruiting firms can license operational data — like job descriptions and anonymized screening notes — to AI companies, what it's used for, and what to check first.
- [Can financial advisors sell their data to AI companies?](https://sourcex.si/insights/can-financial-advisors-sell-data-to-ai-companies): How financial advisors can license operational data — like planning workflows and anonymized client Q&A — to AI companies, what it's used for, and what to check first.
- [Can banks and credit unions sell their data to AI companies?](https://sourcex.si/insights/can-banks-and-credit-unions-sell-data-to-ai-companies): How banks and credit unions can license operational data — like loan underwriting notes and support transcripts — to AI companies, what it's used for, and what to check first.
- [Can mortgage brokers sell their data to AI companies?](https://sourcex.si/insights/can-mortgage-brokers-sell-data-to-ai-companies): How mortgage brokers can license operational data — like loan file checklists and condition clearing notes — to AI companies, what it's used for, and what to check first.
- [Can auto dealerships sell their data to AI companies?](https://sourcex.si/insights/can-auto-dealerships-sell-data-to-ai-companies): How auto dealerships can license operational data — like service repair orders and sales conversations — to AI companies, what it's used for, and what to check first.
- [Can auto repair shops sell their data to AI companies?](https://sourcex.si/insights/can-auto-repair-shops-sell-data-to-ai-companies): How auto repair shops can license operational data — like repair orders and diagnoses and technician notes — to AI companies, what it's used for, and what to check first.
- [Can home services companies sell their data to AI companies?](https://sourcex.si/insights/can-home-services-companies-sell-data-to-ai-companies): How home services companies can license operational data — like job tickets and technician notes — to AI companies, what it's used for, and what to check first.
- [Can energy and utilities sell their data to AI companies?](https://sourcex.si/insights/can-energy-and-utilities-sell-data-to-ai-companies): How energy and utilities can license operational data — like field inspection reports and outage logs — to AI companies, what it's used for, and what to check first.
- [Can agriculture businesses sell their data to AI companies?](https://sourcex.si/insights/can-agriculture-businesses-sell-data-to-ai-companies): How agriculture businesses can license operational data — like field and yield records and agronomy notes — to AI companies, what it's used for, and what to check first.
- [Can education and tutoring companies sell their data to AI companies?](https://sourcex.si/insights/can-education-and-tutoring-companies-sell-data-to-ai-companies): How education and tutoring companies can license operational data — like lesson plans and anonymized tutoring sessions — to AI companies, what it's used for, and what to check first.
- [Can pharmacies sell their data to AI companies?](https://sourcex.si/insights/can-pharmacies-sell-data-to-ai-companies): How pharmacies can license operational data — like prescription workflows with identifying details removed and drug-interaction notes — to AI companies, what it's used for, and what to check first.
- [Can veterinary clinics sell their data to AI companies?](https://sourcex.si/insights/can-veterinary-clinics-sell-data-to-ai-companies): How veterinary clinics can license operational data — like medical records and diagnostic notes — to AI companies, what it's used for, and what to check first.
- [Can engineering firms sell their data to AI companies?](https://sourcex.si/insights/can-engineering-firms-sell-data-to-ai-companies): How engineering firms can license operational data — like design calculations and specifications — to AI companies, what it's used for, and what to check first.
- [Can architecture firms sell their data to AI companies?](https://sourcex.si/insights/can-architecture-firms-sell-data-to-ai-companies): How architecture firms can license operational data — like drawing sets metadata and specifications — to AI companies, what it's used for, and what to check first.
- [Can media and publishing companies sell their data to AI companies?](https://sourcex.si/insights/can-media-and-publishing-companies-sell-data-to-ai-companies): How media and publishing companies can license operational data — like archives and articles and editorial notes — to AI companies, what it's used for, and what to check first.
- [Can market research firms sell their data to AI companies?](https://sourcex.si/insights/can-market-research-firms-sell-data-to-ai-companies): How market research firms can license operational data — like survey responses and interview transcripts — to AI companies, what it's used for, and what to check first.
- [Can consulting firms sell their data to AI companies?](https://sourcex.si/insights/can-consulting-firms-sell-data-to-ai-companies): How consulting firms can license operational data — like frameworks and playbooks and anonymized deliverables — to AI companies, what it's used for, and what to check first.
- [Can nonprofits sell their data to AI companies?](https://sourcex.si/insights/can-nonprofits-sell-data-to-ai-companies): How nonprofits can license operational data — like program records and grant applications — to AI companies, what it's used for, and what to check first.
- [Can telecom companies sell their data to AI companies?](https://sourcex.si/insights/can-telecom-companies-sell-data-to-ai-companies): How telecom companies can license operational data — like support transcripts and network trouble tickets — to AI companies, what it's used for, and what to check first.
- [Can travel agencies sell their data to AI companies?](https://sourcex.si/insights/can-travel-agencies-sell-data-to-ai-companies): How travel agencies can license operational data — like itineraries and booking communications — to AI companies, what it's used for, and what to check first.
- [Can fitness and wellness businesses sell their data to AI companies?](https://sourcex.si/insights/can-fitness-and-wellness-businesses-sell-data-to-ai-companies): How fitness and wellness businesses can license operational data — like training programs and coaching notes — to AI companies, what it's used for, and what to check first.
- [Can security and alarm companies sell their data to AI companies?](https://sourcex.si/insights/can-security-and-alarm-companies-sell-data-to-ai-companies): How security and alarm companies can license operational data — like incident reports and dispatch logs — to AI companies, what it's used for, and what to check first.
- [Can I license my slack data to AI companies?](https://sourcex.si/insights/can-i-license-slack-data-to-ai-companies): What slack data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my microsoft teams data to AI companies?](https://sourcex.si/insights/can-i-license-microsoft-teams-data-to-ai-companies): What microsoft teams data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my gmail and google workspace data to AI companies?](https://sourcex.si/insights/can-i-license-gmail-and-google-workspace-data-to-ai-companies): What gmail and google workspace data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my outlook and microsoft 365 data to AI companies?](https://sourcex.si/insights/can-i-license-outlook-and-microsoft-365-data-to-ai-companies): What outlook and microsoft 365 data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my salesforce data to AI companies?](https://sourcex.si/insights/can-i-license-salesforce-data-to-ai-companies): What salesforce data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my HubSpot data to AI companies?](https://sourcex.si/insights/can-i-license-hubspot-data-to-ai-companies): What HubSpot data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my zendesk data to AI companies?](https://sourcex.si/insights/can-i-license-zendesk-data-to-ai-companies): What zendesk data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my intercom data to AI companies?](https://sourcex.si/insights/can-i-license-intercom-data-to-ai-companies): What intercom data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my freshdesk data to AI companies?](https://sourcex.si/insights/can-i-license-freshdesk-data-to-ai-companies): What freshdesk data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my jira data to AI companies?](https://sourcex.si/insights/can-i-license-jira-data-to-ai-companies): What jira data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my GitHub data to AI companies?](https://sourcex.si/insights/can-i-license-github-data-to-ai-companies): What GitHub data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my GitLab data to AI companies?](https://sourcex.si/insights/can-i-license-gitlab-data-to-ai-companies): What GitLab data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my confluence and notion data to AI companies?](https://sourcex.si/insights/can-i-license-confluence-and-notion-data-to-ai-companies): What confluence and notion data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my google drive and dropbox data to AI companies?](https://sourcex.si/insights/can-i-license-google-drive-and-dropbox-data-to-ai-companies): What google drive and dropbox data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my zoom and gong call recordings data to AI companies?](https://sourcex.si/insights/can-i-license-zoom-and-gong-call-recordings-data-to-ai-companies): What zoom and gong call recordings data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my QuickBooks and xero data to AI companies?](https://sourcex.si/insights/can-i-license-quickbooks-and-xero-data-to-ai-companies): What QuickBooks and xero data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my ServiceNow data to AI companies?](https://sourcex.si/insights/can-i-license-servicenow-data-to-ai-companies): What ServiceNow data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my shopify data to AI companies?](https://sourcex.si/insights/can-i-license-shopify-data-to-ai-companies): What shopify data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my ERP systems (SAP, NetSuite, oracle) data to AI companies?](https://sourcex.si/insights/can-i-license-erp-systems-sap-netsuite-oracle-data-to-ai-companies): What ERP systems (SAP, NetSuite, oracle) data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my EHR systems data to AI companies?](https://sourcex.si/insights/can-i-license-ehr-systems-data-to-ai-companies): What EHR systems data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my practice management software data to AI companies?](https://sourcex.si/insights/can-i-license-practice-management-software-data-to-ai-companies): What practice management software data is useful for AI training, how licensing works, and what to check before sharing it.
- [Can I license my industry-specific software data to AI companies?](https://sourcex.si/insights/can-i-license-industry-specific-software-data-to-ai-companies): What industry-specific software data is useful for AI training, how licensing works, and what to check before sharing it.
- [Selling customer support transcripts to AI companies: what to know](https://sourcex.si/insights/selling-customer-support-transcripts-to-ai-companies): Why AI teams want customer support transcripts, how licensing works, and how to prepare it safely.
- [Selling sales call recordings to AI companies: what to know](https://sourcex.si/insights/selling-sales-call-recordings-to-ai-companies): Why AI teams want sales call recordings, how licensing works, and how to prepare it safely.
- [Selling email archives to AI companies: what to know](https://sourcex.si/insights/selling-email-archives-to-ai-companies): Why AI teams want email archives, how licensing works, and how to prepare it safely.
- [Selling internal documentation to AI companies: what to know](https://sourcex.si/insights/selling-internal-documentation-to-ai-companies): Why AI teams want internal documentation, how licensing works, and how to prepare it safely.
- [Selling source code to AI companies: what to know](https://sourcex.si/insights/selling-source-code-to-ai-companies): Why AI teams want source code, how licensing works, and how to prepare it safely.
- [Selling workflow and screen-activity data to AI companies: what to know](https://sourcex.si/insights/selling-workflow-and-screen-activity-data-to-ai-companies): Why AI teams want workflow and screen-activity data, how licensing works, and how to prepare it safely.
- [Selling contracts and legal documents to AI companies: what to know](https://sourcex.si/insights/selling-contracts-and-legal-documents-to-ai-companies): Why AI teams want contracts and legal documents, how licensing works, and how to prepare it safely.
- [Selling medical records to AI companies: what to know](https://sourcex.si/insights/selling-medical-records-to-ai-companies): Why AI teams want medical records, how licensing works, and how to prepare it safely.
- [Selling financial transaction data to AI companies: what to know](https://sourcex.si/insights/selling-financial-transaction-data-to-ai-companies): Why AI teams want financial transaction data, how licensing works, and how to prepare it safely.
- [Selling images and inspection photos to AI companies: what to know](https://sourcex.si/insights/selling-images-and-inspection-photos-to-ai-companies): Why AI teams want images and inspection photos, how licensing works, and how to prepare it safely.
- [Selling video recordings to AI companies: what to know](https://sourcex.si/insights/selling-video-recordings-to-ai-companies): Why AI teams want video recordings, how licensing works, and how to prepare it safely.
- [Selling voice and audio data to AI companies: what to know](https://sourcex.si/insights/selling-voice-and-audio-data-to-ai-companies): Why AI teams want voice and audio data, how licensing works, and how to prepare it safely.
- [Selling chat logs to AI companies: what to know](https://sourcex.si/insights/selling-chat-logs-to-ai-companies): Why AI teams want chat logs, how licensing works, and how to prepare it safely.
- [Selling product catalogs and descriptions to AI companies: what to know](https://sourcex.si/insights/selling-product-catalogs-and-descriptions-to-ai-companies): Why AI teams want product catalogs and descriptions, how licensing works, and how to prepare it safely.
- [Selling survey and research data to AI companies: what to know](https://sourcex.si/insights/selling-survey-and-research-data-to-ai-companies): Why AI teams want survey and research data, how licensing works, and how to prepare it safely.
- [Selling sensor and IoT data to AI companies: what to know](https://sourcex.si/insights/selling-sensor-and-iot-data-to-ai-companies): Why AI teams want sensor and IoT data, how licensing works, and how to prepare it safely.
- [Selling geospatial and location data to AI companies: what to know](https://sourcex.si/insights/selling-geospatial-and-location-data-to-ai-companies): Why AI teams want geospatial and location data, how licensing works, and how to prepare it safely.
- [Selling expert annotations and labels to AI companies: what to know](https://sourcex.si/insights/selling-expert-annotations-and-labels-to-ai-companies): Why AI teams want expert annotations and labels, how licensing works, and how to prepare it safely.
- [Selling meeting transcripts to AI companies: what to know](https://sourcex.si/insights/selling-meeting-transcripts-to-ai-companies): Why AI teams want meeting transcripts, how licensing works, and how to prepare it safely.
- [Selling knowledge-base articles to AI companies: what to know](https://sourcex.si/insights/selling-knowledge-base-articles-to-ai-companies): Why AI teams want knowledge-base articles, how licensing works, and how to prepare it safely.
- [What is healthcare clinics data worth to AI companies?](https://sourcex.si/insights/healthcare-clinics-data-value-for-ai): What drives the value of healthcare clinics data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for healthcare clinics](https://sourcex.si/insights/healthcare-clinics-data-licensing-compliance): The rules and contracts healthcare clinics should check before licensing records to AI companies.
- [What is dental practices data worth to AI companies?](https://sourcex.si/insights/dental-practices-data-value-for-ai): What drives the value of dental practices data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for dental practices](https://sourcex.si/insights/dental-practices-data-licensing-compliance): The rules and contracts dental practices should check before licensing records to AI companies.
- [What is law firms data worth to AI companies?](https://sourcex.si/insights/law-firms-data-value-for-ai): What drives the value of law firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for law firms](https://sourcex.si/insights/law-firms-data-licensing-compliance): The rules and contracts law firms should check before licensing records to AI companies.
- [What is accounting firms data worth to AI companies?](https://sourcex.si/insights/accounting-firms-data-value-for-ai): What drives the value of accounting firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for accounting firms](https://sourcex.si/insights/accounting-firms-data-licensing-compliance): The rules and contracts accounting firms should check before licensing records to AI companies.
- [What is insurance agencies data worth to AI companies?](https://sourcex.si/insights/insurance-agencies-data-value-for-ai): What drives the value of insurance agencies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for insurance agencies](https://sourcex.si/insights/insurance-agencies-data-licensing-compliance): The rules and contracts insurance agencies should check before licensing records to AI companies.
- [What is real estate brokerages data worth to AI companies?](https://sourcex.si/insights/real-estate-brokerages-data-value-for-ai): What drives the value of real estate brokerages data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for real estate brokerages](https://sourcex.si/insights/real-estate-brokerages-data-licensing-compliance): The rules and contracts real estate brokerages should check before licensing records to AI companies.
- [What is property management companies data worth to AI companies?](https://sourcex.si/insights/property-management-companies-data-value-for-ai): What drives the value of property management companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for property management companies](https://sourcex.si/insights/property-management-companies-data-licensing-compliance): The rules and contracts property management companies should check before licensing records to AI companies.
- [What is construction companies data worth to AI companies?](https://sourcex.si/insights/construction-companies-data-value-for-ai): What drives the value of construction companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for construction companies](https://sourcex.si/insights/construction-companies-data-licensing-compliance): The rules and contracts construction companies should check before licensing records to AI companies.
- [What is manufacturers data worth to AI companies?](https://sourcex.si/insights/manufacturers-data-value-for-ai): What drives the value of manufacturers data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for manufacturers](https://sourcex.si/insights/manufacturers-data-licensing-compliance): The rules and contracts manufacturers should check before licensing records to AI companies.
- [What is logistics and freight companies data worth to AI companies?](https://sourcex.si/insights/logistics-and-freight-companies-data-value-for-ai): What drives the value of logistics and freight companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for logistics and freight companies](https://sourcex.si/insights/logistics-and-freight-companies-data-licensing-compliance): The rules and contracts logistics and freight companies should check before licensing records to AI companies.
- [What is e-commerce brands data worth to AI companies?](https://sourcex.si/insights/e-commerce-brands-data-value-for-ai): What drives the value of e-commerce brands data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for e-commerce brands](https://sourcex.si/insights/e-commerce-brands-data-licensing-compliance): The rules and contracts e-commerce brands should check before licensing records to AI companies.
- [What is retailers data worth to AI companies?](https://sourcex.si/insights/retailers-data-value-for-ai): What drives the value of retailers data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for retailers](https://sourcex.si/insights/retailers-data-licensing-compliance): The rules and contracts retailers should check before licensing records to AI companies.
- [What is restaurants and hospitality groups data worth to AI companies?](https://sourcex.si/insights/restaurants-and-hospitality-groups-data-value-for-ai): What drives the value of restaurants and hospitality groups data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for restaurants and hospitality groups](https://sourcex.si/insights/restaurants-and-hospitality-groups-data-licensing-compliance): The rules and contracts restaurants and hospitality groups should check before licensing records to AI companies.
- [What is hotels data worth to AI companies?](https://sourcex.si/insights/hotels-data-value-for-ai): What drives the value of hotels data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for hotels](https://sourcex.si/insights/hotels-data-licensing-compliance): The rules and contracts hotels should check before licensing records to AI companies.
- [What is call centers and BPOs data worth to AI companies?](https://sourcex.si/insights/call-centers-and-bpos-data-value-for-ai): What drives the value of call centers and BPOs data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for call centers and BPOs](https://sourcex.si/insights/call-centers-and-bpos-data-licensing-compliance): The rules and contracts call centers and BPOs should check before licensing records to AI companies.
- [What is SaaS companies data worth to AI companies?](https://sourcex.si/insights/saas-companies-data-value-for-ai): What drives the value of SaaS companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for SaaS companies](https://sourcex.si/insights/saas-companies-data-licensing-compliance): The rules and contracts SaaS companies should check before licensing records to AI companies.
- [What is IT managed service providers data worth to AI companies?](https://sourcex.si/insights/it-managed-service-providers-data-value-for-ai): What drives the value of IT managed service providers data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for IT managed service providers](https://sourcex.si/insights/it-managed-service-providers-data-licensing-compliance): The rules and contracts IT managed service providers should check before licensing records to AI companies.
- [What is marketing agencies data worth to AI companies?](https://sourcex.si/insights/marketing-agencies-data-value-for-ai): What drives the value of marketing agencies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for marketing agencies](https://sourcex.si/insights/marketing-agencies-data-licensing-compliance): The rules and contracts marketing agencies should check before licensing records to AI companies.
- [What is staffing and recruiting firms data worth to AI companies?](https://sourcex.si/insights/staffing-and-recruiting-firms-data-value-for-ai): What drives the value of staffing and recruiting firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for staffing and recruiting firms](https://sourcex.si/insights/staffing-and-recruiting-firms-data-licensing-compliance): The rules and contracts staffing and recruiting firms should check before licensing records to AI companies.
- [What is financial advisors data worth to AI companies?](https://sourcex.si/insights/financial-advisors-data-value-for-ai): What drives the value of financial advisors data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for financial advisors](https://sourcex.si/insights/financial-advisors-data-licensing-compliance): The rules and contracts financial advisors should check before licensing records to AI companies.
- [What is banks and credit unions data worth to AI companies?](https://sourcex.si/insights/banks-and-credit-unions-data-value-for-ai): What drives the value of banks and credit unions data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for banks and credit unions](https://sourcex.si/insights/banks-and-credit-unions-data-licensing-compliance): The rules and contracts banks and credit unions should check before licensing records to AI companies.
- [What is mortgage brokers data worth to AI companies?](https://sourcex.si/insights/mortgage-brokers-data-value-for-ai): What drives the value of mortgage brokers data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for mortgage brokers](https://sourcex.si/insights/mortgage-brokers-data-licensing-compliance): The rules and contracts mortgage brokers should check before licensing records to AI companies.
- [What is auto dealerships data worth to AI companies?](https://sourcex.si/insights/auto-dealerships-data-value-for-ai): What drives the value of auto dealerships data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for auto dealerships](https://sourcex.si/insights/auto-dealerships-data-licensing-compliance): The rules and contracts auto dealerships should check before licensing records to AI companies.
- [What is auto repair shops data worth to AI companies?](https://sourcex.si/insights/auto-repair-shops-data-value-for-ai): What drives the value of auto repair shops data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for auto repair shops](https://sourcex.si/insights/auto-repair-shops-data-licensing-compliance): The rules and contracts auto repair shops should check before licensing records to AI companies.
- [What is home services companies data worth to AI companies?](https://sourcex.si/insights/home-services-companies-data-value-for-ai): What drives the value of home services companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for home services companies](https://sourcex.si/insights/home-services-companies-data-licensing-compliance): The rules and contracts home services companies should check before licensing records to AI companies.
- [What is energy and utilities data worth to AI companies?](https://sourcex.si/insights/energy-and-utilities-data-value-for-ai): What drives the value of energy and utilities data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for energy and utilities](https://sourcex.si/insights/energy-and-utilities-data-licensing-compliance): The rules and contracts energy and utilities should check before licensing records to AI companies.
- [What is agriculture businesses data worth to AI companies?](https://sourcex.si/insights/agriculture-businesses-data-value-for-ai): What drives the value of agriculture businesses data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for agriculture businesses](https://sourcex.si/insights/agriculture-businesses-data-licensing-compliance): The rules and contracts agriculture businesses should check before licensing records to AI companies.
- [What is education and tutoring companies data worth to AI companies?](https://sourcex.si/insights/education-and-tutoring-companies-data-value-for-ai): What drives the value of education and tutoring companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for education and tutoring companies](https://sourcex.si/insights/education-and-tutoring-companies-data-licensing-compliance): The rules and contracts education and tutoring companies should check before licensing records to AI companies.
- [What is pharmacies data worth to AI companies?](https://sourcex.si/insights/pharmacies-data-value-for-ai): What drives the value of pharmacies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for pharmacies](https://sourcex.si/insights/pharmacies-data-licensing-compliance): The rules and contracts pharmacies should check before licensing records to AI companies.
- [What is veterinary clinics data worth to AI companies?](https://sourcex.si/insights/veterinary-clinics-data-value-for-ai): What drives the value of veterinary clinics data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for veterinary clinics](https://sourcex.si/insights/veterinary-clinics-data-licensing-compliance): The rules and contracts veterinary clinics should check before licensing records to AI companies.
- [What is engineering firms data worth to AI companies?](https://sourcex.si/insights/engineering-firms-data-value-for-ai): What drives the value of engineering firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for engineering firms](https://sourcex.si/insights/engineering-firms-data-licensing-compliance): The rules and contracts engineering firms should check before licensing records to AI companies.
- [What is architecture firms data worth to AI companies?](https://sourcex.si/insights/architecture-firms-data-value-for-ai): What drives the value of architecture firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for architecture firms](https://sourcex.si/insights/architecture-firms-data-licensing-compliance): The rules and contracts architecture firms should check before licensing records to AI companies.
- [What is media and publishing companies data worth to AI companies?](https://sourcex.si/insights/media-and-publishing-companies-data-value-for-ai): What drives the value of media and publishing companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for media and publishing companies](https://sourcex.si/insights/media-and-publishing-companies-data-licensing-compliance): The rules and contracts media and publishing companies should check before licensing records to AI companies.
- [What is market research firms data worth to AI companies?](https://sourcex.si/insights/market-research-firms-data-value-for-ai): What drives the value of market research firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for market research firms](https://sourcex.si/insights/market-research-firms-data-licensing-compliance): The rules and contracts market research firms should check before licensing records to AI companies.
- [What is consulting firms data worth to AI companies?](https://sourcex.si/insights/consulting-firms-data-value-for-ai): What drives the value of consulting firms data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for consulting firms](https://sourcex.si/insights/consulting-firms-data-licensing-compliance): The rules and contracts consulting firms should check before licensing records to AI companies.
- [What is nonprofits data worth to AI companies?](https://sourcex.si/insights/nonprofits-data-value-for-ai): What drives the value of nonprofits data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for nonprofits](https://sourcex.si/insights/nonprofits-data-licensing-compliance): The rules and contracts nonprofits should check before licensing records to AI companies.
- [What is telecom companies data worth to AI companies?](https://sourcex.si/insights/telecom-companies-data-value-for-ai): What drives the value of telecom companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for telecom companies](https://sourcex.si/insights/telecom-companies-data-licensing-compliance): The rules and contracts telecom companies should check before licensing records to AI companies.
- [What is travel agencies data worth to AI companies?](https://sourcex.si/insights/travel-agencies-data-value-for-ai): What drives the value of travel agencies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for travel agencies](https://sourcex.si/insights/travel-agencies-data-licensing-compliance): The rules and contracts travel agencies should check before licensing records to AI companies.
- [What is fitness and wellness businesses data worth to AI companies?](https://sourcex.si/insights/fitness-and-wellness-businesses-data-value-for-ai): What drives the value of fitness and wellness businesses data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for fitness and wellness businesses](https://sourcex.si/insights/fitness-and-wellness-businesses-data-licensing-compliance): The rules and contracts fitness and wellness businesses should check before licensing records to AI companies.
- [What is security and alarm companies data worth to AI companies?](https://sourcex.si/insights/security-and-alarm-companies-data-value-for-ai): What drives the value of security and alarm companies data for AI labs and data buyers, and how to find out what yours could be worth.
- [Data licensing rules for security and alarm companies](https://sourcex.si/insights/security-and-alarm-companies-data-licensing-compliance): The rules and contracts security and alarm companies should check before licensing records to AI companies.
- [Can I license Aircall data to AI companies?](https://sourcex.si/insights/can-i-license-aircall-data-to-ai-companies): What Aircall records AI buyers want, what to check first and how licensing works.
- [Can I license Amazon Connect data to AI companies?](https://sourcex.si/insights/can-i-license-amazon-connect-data-to-ai-companies): What Amazon Connect records AI buyers want, what to check first and how licensing works.
- [Can I license Dialpad data to AI companies?](https://sourcex.si/insights/can-i-license-dialpad-data-to-ai-companies): What Dialpad records AI buyers want, what to check first and how licensing works.
- [Can I license Five9 data to AI companies?](https://sourcex.si/insights/can-i-license-five9-data-to-ai-companies): What Five9 records AI buyers want, what to check first and how licensing works.
- [Can I license Freshservice data to AI companies?](https://sourcex.si/insights/can-i-license-freshservice-data-to-ai-companies): What Freshservice records AI buyers want, what to check first and how licensing works.
- [Can I license Front data to AI companies?](https://sourcex.si/insights/can-i-license-front-data-to-ai-companies): What Front records AI buyers want, what to check first and how licensing works.
- [Can I license Genesys Cloud data to AI companies?](https://sourcex.si/insights/can-i-license-genesys-cloud-data-to-ai-companies): What Genesys Cloud records AI buyers want, what to check first and how licensing works.
- [Can I license Gorgias data to AI companies?](https://sourcex.si/insights/can-i-license-gorgias-data-to-ai-companies): What Gorgias records AI buyers want, what to check first and how licensing works.
- [Can I license Help Scout data to AI companies?](https://sourcex.si/insights/can-i-license-help-scout-data-to-ai-companies): What Help Scout records AI buyers want, what to check first and how licensing works.
- [Can I license Kustomer data to AI companies?](https://sourcex.si/insights/can-i-license-kustomer-data-to-ai-companies): What Kustomer records AI buyers want, what to check first and how licensing works.
- [Can I license Linear data to AI companies?](https://sourcex.si/insights/can-i-license-linear-data-to-ai-companies): What Linear records AI buyers want, what to check first and how licensing works.
- [Can I license Microsoft Dynamics 365 data to AI companies?](https://sourcex.si/insights/can-i-license-microsoft-dynamics-365-data-to-ai-companies): What Microsoft Dynamics 365 records AI buyers want, what to check first and how licensing works.
- [Can I license NICE CXone data to AI companies?](https://sourcex.si/insights/can-i-license-nice-cxone-data-to-ai-companies): What NICE CXone records AI buyers want, what to check first and how licensing works.
- [Can I license Outreach data to AI companies?](https://sourcex.si/insights/can-i-license-outreach-data-to-ai-companies): What Outreach records AI buyers want, what to check first and how licensing works.
- [Can I license Pipedrive data to AI companies?](https://sourcex.si/insights/can-i-license-pipedrive-data-to-ai-companies): What Pipedrive records AI buyers want, what to check first and how licensing works.
- [Can I license RingCentral data to AI companies?](https://sourcex.si/insights/can-i-license-ringcentral-data-to-ai-companies): What RingCentral records AI buyers want, what to check first and how licensing works.
- [Can I license Salesloft data to AI companies?](https://sourcex.si/insights/can-i-license-salesloft-data-to-ai-companies): What Salesloft records AI buyers want, what to check first and how licensing works.
- [Can I license Talkdesk data to AI companies?](https://sourcex.si/insights/can-i-license-talkdesk-data-to-ai-companies): What Talkdesk records AI buyers want, what to check first and how licensing works.
- [Can I license Zoho CRM data to AI companies?](https://sourcex.si/insights/can-i-license-zoho-crm-data-to-ai-companies): What Zoho CRM records AI buyers want, what to check first and how licensing works.
- [Can I license Zoho Desk data to AI companies?](https://sourcex.si/insights/can-i-license-zoho-desk-data-to-ai-companies): What Zoho Desk records AI buyers want, what to check first and how licensing works.
- [Can you license CAD and engineering drawings to AI companies?](https://sourcex.si/insights/selling-cad-and-engineering-drawings-to-ai-companies): Why AI buyers want CAD and engineering drawings, what makes them valuable and what to remove first.
- [Can you license code reviews and pull requests to AI companies?](https://sourcex.si/insights/selling-code-reviews-and-pull-requests-to-ai-companies): Why AI buyers want code reviews and pull requests, what makes them valuable and what to remove first.
- [Can you license incident postmortems to AI companies?](https://sourcex.si/insights/selling-incident-postmortems-to-ai-companies): Why AI buyers want incident postmortems, what makes them valuable and what to remove first.
- [Can you license invoices and receipts to AI companies?](https://sourcex.si/insights/selling-invoices-and-receipts-to-ai-companies): Why AI buyers want invoices and receipts, what makes them valuable and what to remove first.
- [Can you license IT service tickets to AI companies?](https://sourcex.si/insights/selling-it-service-tickets-to-ai-companies): Why AI buyers want IT service tickets, what makes them valuable and what to remove first.
- [Can you license job descriptions and interview notes to AI companies?](https://sourcex.si/insights/selling-job-descriptions-and-interview-notes-to-ai-companies): Why AI buyers want job descriptions and interview notes, what makes them valuable and what to remove first.
- [Can you license maintenance logs to AI companies?](https://sourcex.si/insights/selling-maintenance-logs-to-ai-companies): Why AI buyers want maintenance logs, what makes them valuable and what to remove first.
- [Can you license presentation decks to AI companies?](https://sourcex.si/insights/selling-presentation-decks-to-ai-companies): Why AI buyers want presentation decks, what makes them valuable and what to remove first.
- [Can you license purchase orders to AI companies?](https://sourcex.si/insights/selling-purchase-orders-to-ai-companies): Why AI buyers want purchase orders, what makes them valuable and what to remove first.
- [Can you license QA scorecards to AI companies?](https://sourcex.si/insights/selling-qa-scorecards-to-ai-companies): Why AI buyers want QA scorecards, what makes them valuable and what to remove first.
- [Can you license spreadsheets and financial models to AI companies?](https://sourcex.si/insights/selling-spreadsheets-and-financial-models-to-ai-companies): Why AI buyers want spreadsheets and financial models, what makes them valuable and what to remove first.
- [Can you license training materials and course content to AI companies?](https://sourcex.si/insights/selling-training-materials-and-lms-content-to-ai-companies): Why AI buyers want training materials and course content, what makes them valuable and what to remove first.
- [Am I training the AI that replaces my business?](https://sourcex.si/insights/am-i-training-the-ai-that-replaces-my-business): Unlikely in any direct way. Your records are one input among many, you can limit uses in the license, and exclusivity and field-of-use terms can keep data 
- [Can AI models memorize and leak my data?](https://sourcex.si/insights/can-ai-models-memorize-and-leak-my-data): Models can sometimes repeat rare text they saw in training. That's why personal and confidential details are removed before release, and licenses ban attem
- [Can law firms license data without waiving privilege?](https://sourcex.si/insights/can-law-firms-license-data-without-waiving-privilege): Privileged material is excluded entirely. Firms may license non-privileged process records after counsel review, with client confidentiality respected.
- [Can licensed data be traced back to my company?](https://sourcex.si/insights/can-licensed-data-be-traced-back-to-my-company): Company names and identifying details can be removed, and buyer identity terms can be agreed. Some traits may still hint at an industry, which we review wi
- [Do client NDAs prevent licensing data?](https://sourcex.si/insights/do-client-ndas-prevent-licensing-data): Sometimes. NDAs often cover client information, so those records may be excluded. Your own process records may still be licensable after review.
- [Do I need to update my privacy policy before licensing data?](https://sourcex.si/insights/do-i-need-to-update-my-privacy-policy-before-licensing-data): It depends on what your current notice says and the data involved. Many deals work with personal details removed, but your counsel should review notices de
- [Does licensing data expose trade secrets?](https://sourcex.si/insights/does-licensing-data-expose-trade-secrets): Not if they're kept out. You set exclusions before preparation and approve the final package, so pricing, strategy and secret methods stay internal.
- [Does licensing data violate my privacy policy?](https://sourcex.si/insights/does-licensing-data-violate-my-privacy-policy): Not necessarily. It depends on your policy wording, the data and whether personal details are removed. It's reviewed deal by deal before anything moves.
- [Do my software vendors' terms allow exporting data for licensing?](https://sourcex.si/insights/does-my-saas-vendors-terms-allow-exporting-data-for-licensing): Usually your content is yours, but plans can limit exports and automated access. We check the terms for each tool before export.
- [Data broker vs SourceX: what's the difference?](https://sourcex.si/insights/using-a-data-broker-vs-a-data-licensing-intermediary): Data brokers typically buy and resell personal data. SourceX is the enterprise data transaction layer for AI: companies license their own work records, wit
- [Will competitors benefit from my data?](https://sourcex.si/insights/will-competitors-benefit-from-my-data): Exclusive licenses and use limits keep your records with one buyer for defined purposes. Company identifiers are removed.
- [Will employees object to licensing their work data?](https://sourcex.si/insights/will-employees-object-to-licensing-their-work-data): Some might, which is why names are removed and a short staff notice is often wise. Employment agreements and HR records are checked first.
- [Will my customers find out I licensed data?](https://sourcex.si/insights/will-my-customers-find-out-i-licensed-data): Customer details are removed and buyer disclosure terms are agreed. Some companies choose to tell customers; counsel can advise on notices.
- [Can data licensing affect my cyber insurance?](https://sourcex.si/insights/can-data-licensing-affect-my-cyber-insurance): It can. Insurers ask how data is shared, so tell your broker before you license. Removing personal details, limiting what leaves and using a signed...
- [Can I exclude specific customers from licensed data?](https://sourcex.si/insights/can-i-exclude-specific-customers-from-licensed-data): Yes. You can exclude any customer, project or category before preparation starts, and you approve the final package.
- [Can I limit licensing to evaluation only?](https://sourcex.si/insights/can-i-limit-licensing-to-evaluation-only): Yes. A license can allow testing models only, not training them. It usually pays less but keeps tighter control.
- [Can I revoke a data license?](https://sourcex.si/insights/can-i-revoke-a-data-license): Only as the license allows. Most licenses can be ended for breach, and some have fixed terms with deletion at the end. Models already trained may be...
- [Data licensing and export controls](https://sourcex.si/insights/data-licensing-and-export-controls): Some technical data is export-controlled under U.S. rules such as the EAR or ITAR. That data is excluded from licensing, especially when buyers are...
- [Data licensing and labor law](https://sourcex.si/insights/data-licensing-and-labor-law): Employee-created records usually belong to the company, but labor rules, union agreements and employee notices can matter. Employee names and personal...
- [Do I owe employees a share of data licensing revenue?](https://sourcex.si/insights/do-i-owe-employees-a-share-of-data-licensing-revenue): Generally no. Work created on the job usually belongs to the company. Some companies choose to share proceeds or fund training as a goodwill gesture.
- [Does licensing data create discovery obligations in litigation?](https://sourcex.si/insights/does-licensing-data-create-discovery-obligations-in-litigation): Possibly. Licensed data and the agreements around it can be requested in a lawsuit like other business records. Data under a legal hold should not be...
- [How SourceX handles data security](https://sourcex.si/insights/how-sourcex-handles-data-security): SourceX limits what it holds: large datasets stay in your storage or ship on encrypted drives, private files use short-lived links, access is per...
- [How to talk to the press about licensing data](https://sourcex.si/insights/how-to-talk-to-the-press-about-licensing-data): Lead with safeguards: what was removed, who approved it, and what the buyer may not do. Check the license's confidentiality terms before saying...
- [How to verify an AI data buyer is legitimate](https://sourcex.si/insights/how-to-verify-an-ai-data-buyer-is-legitimate): Check who they are, what they build, and whether they'll sign a license with clear use limits, security terms and payment terms. Never send samples...
- [Is de-identified data truly anonymous?](https://sourcex.si/insights/is-de-identified-data-truly-anonymous): Not always. De-identification greatly lowers the risk, but rare details can sometimes point to a person. That's why records are reviewed, doubtful ones...
- [Is it ethical to license company data to AI?](https://sourcex.si/insights/is-it-ethical-to-license-company-data-to-ai): It can be, when people's details are removed, confidential information stays out, the company has the right to share, uses are limited, and the...
- [Re-identification risk in business data](https://sourcex.si/insights/re-identification-risk-in-business-data): Re-identification happens when removed details can be pieced back together. It's lowered by removing indirect identifiers, generalizing rare facts,...
- [Reputational risk of selling data to AI](https://sourcex.si/insights/reputational-risk-of-selling-data-to-ai): The risk is real if people feel surprised or exposed. It drops sharply when personal details are removed, customers' promises are kept, uses are...
- [Scams and lowball offers for company data](https://sourcex.si/insights/scams-and-lowball-offers-for-company-data): Be wary of anyone who wants raw data fast, won't sign clear terms, or offers payment tied to vague future results. A rights review and written license...
- [What happens if a deal falls through?](https://sourcex.si/insights/what-happens-if-a-deal-falls-through): Nothing leaves your company until you approve and a license is signed, so a failed deal costs you little. Prepared work can often be reused for the...
- [What if I already shared data with an AI vendor?](https://sourcex.si/insights/what-if-i-already-shared-data-with-an-ai-vendor): Check what that vendor's terms allow, such as whether they can train on your data and whether you granted exclusivity. Past sharing doesn't...
- [What if I only have a few years of data?](https://sourcex.si/insights/what-if-i-only-have-a-few-years-of-data): A few years can still be useful, especially if the records are detailed, linked to outcomes or unusual. Longer histories usually add value, but they...
- [What if my data includes non-English content?](https://sourcex.si/insights/what-if-my-data-includes-non-english-content): That can add value. Buyers want real multilingual work records. Translation isn't required; the same privacy work applies in every language.
- [What if my data is in many different systems?](https://sourcex.si/insights/what-if-my-data-is-in-many-different-systems): That's normal. Each system is exported separately, and records are linked where IDs match. Start with the system holding the richest history.
- [What if my data is low quality?](https://sourcex.si/insights/what-if-my-data-is-low-quality): Messy data is common and often still usable. Preparation can fix formats and remove noise; what matters most is whether records show real work and...
- [What if regulators change the rules after I license?](https://sourcex.si/insights/what-if-regulators-change-the-rules-after-i-license): Licenses usually include a clause for changes in law, which may require updates, limits or ending the deal. Data already prepared to a high standard...
- [What if the AI buyer is breached?](https://sourcex.si/insights/what-if-the-ai-buyer-is-breached): The license should require the buyer to secure the data, notify you of incidents and cover costs of their breach. Because personal details were removed...
- [What if the buyer misuses my data?](https://sourcex.si/insights/what-if-the-buyer-misuses-my-data): Misuse is a breach of the license. Remedies can include ending the license, requiring deletion and seeking damages. Clear allowed-use terms and audit...
- [Will licensing data hurt my company valuation?](https://sourcex.si/insights/will-licensing-data-hurt-my-company-valuation): Usually not, and it can add a revenue line. Broad exclusivity or weak terms could concern future acquirers, so keep terms clean and documented.
- [How do I de-identify chat logs for AI training?](https://sourcex.si/insights/how-to-de-identify-chat-logs): How to remove personal and confidential details from chat logs before licensing them to AI companies.
- [How do I de-identify contracts and legal documents for AI training?](https://sourcex.si/insights/how-to-de-identify-contracts-and-legal-documents): How to remove personal and confidential details from contracts and legal documents before licensing them to AI companies.
- [How do I de-identify customer support transcripts for AI training?](https://sourcex.si/insights/how-to-de-identify-customer-support-transcripts): How to remove personal and confidential details from customer support transcripts before licensing them to AI companies.
- [How do I de-identify email archives for AI training?](https://sourcex.si/insights/how-to-de-identify-email-archives): How to remove personal and confidential details from email archives before licensing them to AI companies.
- [How do I de-identify expert annotations and labels for AI training?](https://sourcex.si/insights/how-to-de-identify-expert-annotations-and-labels): How to remove personal and confidential details from expert annotations and labels before licensing them to AI companies.
- [How do I de-identify financial transaction data for AI training?](https://sourcex.si/insights/how-to-de-identify-financial-transaction-data): How to remove personal and confidential details from financial transaction data before licensing them to AI companies.
- [How do I de-identify geospatial and location data for AI training?](https://sourcex.si/insights/how-to-de-identify-geospatial-and-location-data): How to remove personal and confidential details from geospatial and location data before licensing them to AI companies.
- [How do I de-identify images and inspection photos for AI training?](https://sourcex.si/insights/how-to-de-identify-images-and-inspection-photos): How to remove personal and confidential details from images and inspection photos before licensing them to AI companies.
- [How do I de-identify internal documentation for AI training?](https://sourcex.si/insights/how-to-de-identify-internal-documentation): How to remove personal and confidential details from internal documentation before licensing them to AI companies.
- [How do I de-identify knowledge base articles for AI training?](https://sourcex.si/insights/how-to-de-identify-knowledge-base-articles): How to remove personal and confidential details from knowledge base articles before licensing them to AI companies.
- [How do I de-identify medical records for AI training?](https://sourcex.si/insights/how-to-de-identify-medical-records): How to remove personal and confidential details from medical records before licensing them to AI companies.
- [How do I de-identify meeting transcripts for AI training?](https://sourcex.si/insights/how-to-de-identify-meeting-transcripts): How to remove personal and confidential details from meeting transcripts before licensing them to AI companies.
- [How do I de-identify product catalogs and descriptions for AI training?](https://sourcex.si/insights/how-to-de-identify-product-catalogs-and-descriptions): How to remove personal and confidential details from product catalogs and descriptions before licensing them to AI companies.
- [How do I de-identify sales call recordings for AI training?](https://sourcex.si/insights/how-to-de-identify-sales-call-recordings): How to remove personal and confidential details from sales call recordings before licensing them to AI companies.
- [How do I de-identify sensor and IoT data for AI training?](https://sourcex.si/insights/how-to-de-identify-sensor-and-iot-data): How to remove personal and confidential details from sensor and IoT data before licensing them to AI companies.
- [How do I de-identify source code for AI training?](https://sourcex.si/insights/how-to-de-identify-source-code): How to remove personal and confidential details from source code before licensing them to AI companies.
- [How do I de-identify survey and research data for AI training?](https://sourcex.si/insights/how-to-de-identify-survey-and-research-data): How to remove personal and confidential details from survey and research data before licensing them to AI companies.
- [How do I de-identify video recordings for AI training?](https://sourcex.si/insights/how-to-de-identify-video-recordings): How to remove personal and confidential details from video recordings before licensing them to AI companies.
- [How do I de-identify voice and audio data for AI training?](https://sourcex.si/insights/how-to-de-identify-voice-and-audio-data): How to remove personal and confidential details from voice and audio data before licensing them to AI companies.
- [How do I de-identify workflow and screen activity data for AI training?](https://sourcex.si/insights/how-to-de-identify-workflow-and-screen-activity-data): How to remove personal and confidential details from workflow and screen activity data before licensing them to AI companies.
- [How do I de-identify CAD and engineering drawings for AI training?](https://sourcex.si/insights/how-to-de-identify-cad-and-engineering-drawings): How to remove personal and confidential details from CAD and engineering drawings before licensing them to AI companies.
- [How do I de-identify code reviews and pull requests for AI training?](https://sourcex.si/insights/how-to-de-identify-code-reviews-and-pull-requests): How to remove personal and confidential details from code reviews and pull requests before licensing them to AI companies.
- [How do I de-identify dispatch logs for AI training?](https://sourcex.si/insights/how-to-de-identify-dispatch-logs): How to remove personal and confidential details from dispatch logs before licensing them to AI companies.
- [How do I de-identify egocentric video of manual work for AI training?](https://sourcex.si/insights/how-to-de-identify-egocentric-video-of-manual-work): How to remove personal and confidential details from egocentric video of manual work before licensing them to AI companies.
- [How do I de-identify incident postmortems for AI training?](https://sourcex.si/insights/how-to-de-identify-incident-postmortems): How to remove personal and confidential details from incident postmortems before licensing them to AI companies.
- [How do I de-identify inspection reports for AI training?](https://sourcex.si/insights/how-to-de-identify-inspection-reports): How to remove personal and confidential details from inspection reports before licensing them to AI companies.
- [How do I de-identify invoices and receipts for AI training?](https://sourcex.si/insights/how-to-de-identify-invoices-and-receipts): How to remove personal and confidential details from invoices and receipts before licensing them to AI companies.
- [How do I de-identify IT service tickets for AI training?](https://sourcex.si/insights/how-to-de-identify-it-service-tickets): How to remove personal and confidential details from IT service tickets before licensing them to AI companies.
- [How do I de-identify job descriptions and interview notes for AI training?](https://sourcex.si/insights/how-to-de-identify-job-descriptions-and-interview-notes): How to remove personal and confidential details from job descriptions and interview notes before licensing them to AI companies.
- [How do I de-identify legal briefs and memos for AI training?](https://sourcex.si/insights/how-to-de-identify-legal-briefs-and-memos): How to remove personal and confidential details from legal briefs and memos before licensing them to AI companies.
- [How do I de-identify maintenance logs for AI training?](https://sourcex.si/insights/how-to-de-identify-maintenance-logs): How to remove personal and confidential details from maintenance logs before licensing them to AI companies.
- [How do I de-identify medical coding and claims for AI training?](https://sourcex.si/insights/how-to-de-identify-medical-coding-and-claims): How to remove personal and confidential details from medical coding and claims before licensing them to AI companies.
- [How do I de-identify presentation decks for AI training?](https://sourcex.si/insights/how-to-de-identify-presentation-decks): How to remove personal and confidential details from presentation decks before licensing them to AI companies.
- [How do I de-identify project plans and status reports for AI training?](https://sourcex.si/insights/how-to-de-identify-project-plans-and-status-reports): How to remove personal and confidential details from project plans and status reports before licensing them to AI companies.
- [How do I de-identify purchase orders for AI training?](https://sourcex.si/insights/how-to-de-identify-purchase-orders): How to remove personal and confidential details from purchase orders before licensing them to AI companies.
- [How do I de-identify QA scorecards for AI training?](https://sourcex.si/insights/how-to-de-identify-qa-scorecards): How to remove personal and confidential details from QA scorecards before licensing them to AI companies.
- [How do I de-identify RFP responses and proposals for AI training?](https://sourcex.si/insights/how-to-de-identify-rfp-responses-and-proposals): How to remove personal and confidential details from RFP responses and proposals before licensing them to AI companies.
- [How do I de-identify scanned forms and handwritten documents for AI training?](https://sourcex.si/insights/how-to-de-identify-scanned-forms-and-handwritten-documents): How to remove personal and confidential details from scanned forms and handwritten documents before licensing them to AI companies.
- [How do I de-identify screen recordings for AI training?](https://sourcex.si/insights/how-to-de-identify-screen-recordings): How to remove personal and confidential details from screen recordings before licensing them to AI companies.
- [How do I de-identify SOPs and playbooks for AI training?](https://sourcex.si/insights/how-to-de-identify-sops-and-playbooks): How to remove personal and confidential details from SOPs and playbooks before licensing them to AI companies.
- [How do I de-identify spreadsheets and financial models for AI training?](https://sourcex.si/insights/how-to-de-identify-spreadsheets-and-financial-models): How to remove personal and confidential details from spreadsheets and financial models before licensing them to AI companies.
- [How do I de-identify training materials and LMS content for AI training?](https://sourcex.si/insights/how-to-de-identify-training-materials-and-lms-content): How to remove personal and confidential details from training materials and LMS content before licensing them to AI companies.
- [How do I de-identify translation memories for AI training?](https://sourcex.si/insights/how-to-de-identify-translation-memories): How to remove personal and confidential details from translation memories before licensing them to AI companies.
- [How do I de-identify underwriting files for AI training?](https://sourcex.si/insights/how-to-de-identify-underwriting-files): How to remove personal and confidential details from underwriting files before licensing them to AI companies.
- [What makes chat logs valuable for AI?](https://sourcex.si/insights/what-makes-chat-logs-valuable-for-ai): Why AI companies want chat logs, what they build with them and what affects their value.
- [What makes contracts and legal documents valuable for AI?](https://sourcex.si/insights/what-makes-contracts-and-legal-documents-valuable-for-ai): Why AI companies want contracts and legal documents, what they build with them and what affects their value.
- [What makes customer support transcripts valuable for AI?](https://sourcex.si/insights/what-makes-customer-support-transcripts-valuable-for-ai): Why AI companies want customer support transcripts, what they build with them and what affects their value.
- [What makes email archives valuable for AI?](https://sourcex.si/insights/what-makes-email-archives-valuable-for-ai): Why AI companies want email archives, what they build with them and what affects their value.
- [What makes expert annotations and labels valuable for AI?](https://sourcex.si/insights/what-makes-expert-annotations-and-labels-valuable-for-ai): Why AI companies want expert annotations and labels, what they build with them and what affects their value.
- [What makes financial transaction data valuable for AI?](https://sourcex.si/insights/what-makes-financial-transaction-data-valuable-for-ai): Why AI companies want financial transaction data, what they build with them and what affects their value.
- [What makes geospatial and location data valuable for AI?](https://sourcex.si/insights/what-makes-geospatial-and-location-data-valuable-for-ai): Why AI companies want geospatial and location data, what they build with them and what affects their value.
- [What makes images and inspection photos valuable for AI?](https://sourcex.si/insights/what-makes-images-and-inspection-photos-valuable-for-ai): Why AI companies want images and inspection photos, what they build with them and what affects their value.
- [What makes internal documentation valuable for AI?](https://sourcex.si/insights/what-makes-internal-documentation-valuable-for-ai): Why AI companies want internal documentation, what they build with them and what affects their value.
- [What makes knowledge base articles valuable for AI?](https://sourcex.si/insights/what-makes-knowledge-base-articles-valuable-for-ai): Why AI companies want knowledge base articles, what they build with them and what affects their value.
- [What makes medical records valuable for AI?](https://sourcex.si/insights/what-makes-medical-records-valuable-for-ai): Why AI companies want medical records, what they build with them and what affects their value.
- [What makes meeting transcripts valuable for AI?](https://sourcex.si/insights/what-makes-meeting-transcripts-valuable-for-ai): Why AI companies want meeting transcripts, what they build with them and what affects their value.
- [What makes product catalogs and descriptions valuable for AI?](https://sourcex.si/insights/what-makes-product-catalogs-and-descriptions-valuable-for-ai): Why AI companies want product catalogs and descriptions, what they build with them and what affects their value.
- [What makes sales call recordings valuable for AI?](https://sourcex.si/insights/what-makes-sales-call-recordings-valuable-for-ai): Why AI companies want sales call recordings, what they build with them and what affects their value.
- [What makes sensor and IoT data valuable for AI?](https://sourcex.si/insights/what-makes-sensor-and-iot-data-valuable-for-ai): Why AI companies want sensor and IoT data, what they build with them and what affects their value.
- [What makes source code valuable for AI?](https://sourcex.si/insights/what-makes-source-code-valuable-for-ai): Why AI companies want source code, what they build with them and what affects their value.
- [What makes survey and research data valuable for AI?](https://sourcex.si/insights/what-makes-survey-and-research-data-valuable-for-ai): Why AI companies want survey and research data, what they build with them and what affects their value.
- [What makes video recordings valuable for AI?](https://sourcex.si/insights/what-makes-video-recordings-valuable-for-ai): Why AI companies want video recordings, what they build with them and what affects their value.
- [What makes voice and audio data valuable for AI?](https://sourcex.si/insights/what-makes-voice-and-audio-data-valuable-for-ai): Why AI companies want voice and audio data, what they build with them and what affects their value.
- [What makes workflow and screen activity data valuable for AI?](https://sourcex.si/insights/what-makes-workflow-and-screen-activity-data-valuable-for-ai): Why AI companies want workflow and screen activity data, what they build with them and what affects their value.
- [What makes CAD and engineering drawings valuable for AI?](https://sourcex.si/insights/what-makes-cad-and-engineering-drawings-valuable-for-ai): Why AI companies want CAD and engineering drawings, what they build with them and what affects their value.
- [What makes code reviews and pull requests valuable for AI?](https://sourcex.si/insights/what-makes-code-reviews-and-pull-requests-valuable-for-ai): Why AI companies want code reviews and pull requests, what they build with them and what affects their value.
- [What makes dispatch logs valuable for AI?](https://sourcex.si/insights/what-makes-dispatch-logs-valuable-for-ai): Why AI companies want dispatch logs, what they build with them and what affects their value.
- [What makes egocentric video of manual work valuable for AI?](https://sourcex.si/insights/what-makes-egocentric-video-of-manual-work-valuable-for-ai): Why AI companies want egocentric video of manual work, what they build with them and what affects their value.
- [What makes incident postmortems valuable for AI?](https://sourcex.si/insights/what-makes-incident-postmortems-valuable-for-ai): Why AI companies want incident postmortems, what they build with them and what affects their value.
- [What makes inspection reports valuable for AI?](https://sourcex.si/insights/what-makes-inspection-reports-valuable-for-ai): Why AI companies want inspection reports, what they build with them and what affects their value.
- [What makes invoices and receipts valuable for AI?](https://sourcex.si/insights/what-makes-invoices-and-receipts-valuable-for-ai): Why AI companies want invoices and receipts, what they build with them and what affects their value.
- [What makes IT service tickets valuable for AI?](https://sourcex.si/insights/what-makes-it-service-tickets-valuable-for-ai): Why AI companies want IT service tickets, what they build with them and what affects their value.
- [What makes job descriptions and interview notes valuable for AI?](https://sourcex.si/insights/what-makes-job-descriptions-and-interview-notes-valuable-for-ai): Why AI companies want job descriptions and interview notes, what they build with them and what affects their value.
- [What makes legal briefs and memos valuable for AI?](https://sourcex.si/insights/what-makes-legal-briefs-and-memos-valuable-for-ai): Why AI companies want legal briefs and memos, what they build with them and what affects their value.
- [What makes maintenance logs valuable for AI?](https://sourcex.si/insights/what-makes-maintenance-logs-valuable-for-ai): Why AI companies want maintenance logs, what they build with them and what affects their value.
- [What makes medical coding and claims valuable for AI?](https://sourcex.si/insights/what-makes-medical-coding-and-claims-valuable-for-ai): Why AI companies want medical coding and claims, what they build with them and what affects their value.
- [What makes presentation decks valuable for AI?](https://sourcex.si/insights/what-makes-presentation-decks-valuable-for-ai): Why AI companies want presentation decks, what they build with them and what affects their value.
- [What makes project plans and status reports valuable for AI?](https://sourcex.si/insights/what-makes-project-plans-and-status-reports-valuable-for-ai): Why AI companies want project plans and status reports, what they build with them and what affects their value.
- [What makes purchase orders valuable for AI?](https://sourcex.si/insights/what-makes-purchase-orders-valuable-for-ai): Why AI companies want purchase orders, what they build with them and what affects their value.
- [What makes QA scorecards valuable for AI?](https://sourcex.si/insights/what-makes-qa-scorecards-valuable-for-ai): Why AI companies want QA scorecards, what they build with them and what affects their value.
- [What makes RFP responses and proposals valuable for AI?](https://sourcex.si/insights/what-makes-rfp-responses-and-proposals-valuable-for-ai): Why AI companies want RFP responses and proposals, what they build with them and what affects their value.
- [What makes scanned forms and handwritten documents valuable for AI?](https://sourcex.si/insights/what-makes-scanned-forms-and-handwritten-documents-valuable-for-ai): Why AI companies want scanned forms and handwritten documents, what they build with them and what affects their value.
- [What makes screen recordings valuable for AI?](https://sourcex.si/insights/what-makes-screen-recordings-valuable-for-ai): Why AI companies want screen recordings, what they build with them and what affects their value.
- [What makes SOPs and playbooks valuable for AI?](https://sourcex.si/insights/what-makes-sops-and-playbooks-valuable-for-ai): Why AI companies want SOPs and playbooks, what they build with them and what affects their value.
- [What makes spreadsheets and financial models valuable for AI?](https://sourcex.si/insights/what-makes-spreadsheets-and-financial-models-valuable-for-ai): Why AI companies want spreadsheets and financial models, what they build with them and what affects their value.
- [What makes training materials and LMS content valuable for AI?](https://sourcex.si/insights/what-makes-training-materials-and-lms-content-valuable-for-ai): Why AI companies want training materials and LMS content, what they build with them and what affects their value.
- [What makes translation memories valuable for AI?](https://sourcex.si/insights/what-makes-translation-memories-valuable-for-ai): Why AI companies want translation memories, what they build with them and what affects their value.
- [What makes underwriting files valuable for AI?](https://sourcex.si/insights/what-makes-underwriting-files-valuable-for-ai): Why AI companies want underwriting files, what they build with them and what affects their value.
- [Can I sell dispatch logs to AI companies?](https://sourcex.si/insights/selling-dispatch-logs-to-ai-companies): Whether you can license dispatch logs to AI companies, what gets removed and how a deal works.
- [Can I sell egocentric video of manual work to AI companies?](https://sourcex.si/insights/selling-egocentric-video-of-manual-work-to-ai-companies): Whether you can license egocentric video of manual work to AI companies, what gets removed and how a deal works.
- [Can I sell inspection reports to AI companies?](https://sourcex.si/insights/selling-inspection-reports-to-ai-companies): Whether you can license inspection reports to AI companies, what gets removed and how a deal works.
- [Can I sell legal briefs and memos to AI companies?](https://sourcex.si/insights/selling-legal-briefs-and-memos-to-ai-companies): Whether you can license legal briefs and memos to AI companies, what gets removed and how a deal works.
- [Can I sell medical coding and claims to AI companies?](https://sourcex.si/insights/selling-medical-coding-and-claims-to-ai-companies): Whether you can license medical coding and claims to AI companies, what gets removed and how a deal works.
- [Can I sell project plans and status reports to AI companies?](https://sourcex.si/insights/selling-project-plans-and-status-reports-to-ai-companies): Whether you can license project plans and status reports to AI companies, what gets removed and how a deal works.
- [Can I sell RFP responses and proposals to AI companies?](https://sourcex.si/insights/selling-rfp-responses-and-proposals-to-ai-companies): Whether you can license RFP responses and proposals to AI companies, what gets removed and how a deal works.
- [Can I sell scanned forms and handwritten documents to AI companies?](https://sourcex.si/insights/selling-scanned-forms-and-handwritten-documents-to-ai-companies): Whether you can license scanned forms and handwritten documents to AI companies, what gets removed and how a deal works.
- [Can I sell screen recordings to AI companies?](https://sourcex.si/insights/selling-screen-recordings-to-ai-companies): Whether you can license screen recordings to AI companies, what gets removed and how a deal works.
- [Can I sell SOPs and playbooks to AI companies?](https://sourcex.si/insights/selling-sops-and-playbooks-to-ai-companies): Whether you can license SOPs and playbooks to AI companies, what gets removed and how a deal works.
- [Can I sell translation memories to AI companies?](https://sourcex.si/insights/selling-translation-memories-to-ai-companies): Whether you can license translation memories to AI companies, what gets removed and how a deal works.
- [Can I sell underwriting files to AI companies?](https://sourcex.si/insights/selling-underwriting-files-to-ai-companies): Whether you can license underwriting files to AI companies, what gets removed and how a deal works.
- [Can insurance carriers and TPAs sell their data to AI companies?](https://sourcex.si/insights/can-insurance-carriers-and-tpas-sell-data-to-ai-companies): What insurance carriers and TPAs can license to AI companies, what to check first and how a deal works.
- [Can medical billing and RCM companies sell their data to AI companies?](https://sourcex.si/insights/can-medical-billing-and-rcm-companies-sell-data-to-ai-companies): What medical billing and RCM companies can license to AI companies, what to check first and how a deal works.
- [Can aviation maintenance (MRO) providers sell their data to AI companies?](https://sourcex.si/insights/can-aviation-maintenance-mro-providers-sell-data-to-ai-companies): What aviation maintenance (MRO) providers can license to AI companies, what to check first and how a deal works.
- [Can cybersecurity and MSSP firms sell their data to AI companies?](https://sourcex.si/insights/can-cybersecurity-and-mssp-firms-sell-data-to-ai-companies): What cybersecurity and MSSP firms can license to AI companies, what to check first and how a deal works.
- [Can facilities management companies sell their data to AI companies?](https://sourcex.si/insights/can-facilities-management-companies-sell-data-to-ai-companies): What facilities management companies can license to AI companies, what to check first and how a deal works.
- [Can film and post-production studios sell their data to AI companies?](https://sourcex.si/insights/can-film-and-post-production-studios-sell-data-to-ai-companies): What film and post-production studios can license to AI companies, what to check first and how a deal works.
- [Can fintech companies sell their data to AI companies?](https://sourcex.si/insights/can-fintech-companies-sell-data-to-ai-companies): What fintech companies can license to AI companies, what to check first and how a deal works.
- [Can food and beverage manufacturers sell their data to AI companies?](https://sourcex.si/insights/can-food-and-beverage-manufacturers-sell-data-to-ai-companies): What food and beverage manufacturers can license to AI companies, what to check first and how a deal works.
- [Can higher education institutions sell their data to AI companies?](https://sourcex.si/insights/can-higher-education-institutions-sell-data-to-ai-companies): What higher education institutions can license to AI companies, what to check first and how a deal works.
- [Can home health and senior care providers sell their data to AI companies?](https://sourcex.si/insights/can-home-health-and-senior-care-providers-sell-data-to-ai-companies): What home health and senior care providers can license to AI companies, what to check first and how a deal works.
- [Can HVAC and plumbing contractors sell their data to AI companies?](https://sourcex.si/insights/can-hvac-and-plumbing-contractors-sell-data-to-ai-companies): What HVAC and plumbing contractors can license to AI companies, what to check first and how a deal works.
- [Can mining companies sell their data to AI companies?](https://sourcex.si/insights/can-mining-companies-sell-data-to-ai-companies): What mining companies can license to AI companies, what to check first and how a deal works.
- [Can oil and gas operators sell their data to AI companies?](https://sourcex.si/insights/can-oil-and-gas-operators-sell-data-to-ai-companies): What oil and gas operators can license to AI companies, what to check first and how a deal works.
- [Can payment processors sell their data to AI companies?](https://sourcex.si/insights/can-payment-processors-sell-data-to-ai-companies): What payment processors can license to AI companies, what to check first and how a deal works.
- [Can PEOs and payroll providers sell their data to AI companies?](https://sourcex.si/insights/can-peos-and-payroll-providers-sell-data-to-ai-companies): What PEOs and payroll providers can license to AI companies, what to check first and how a deal works.
- [Can title and escrow companies sell their data to AI companies?](https://sourcex.si/insights/can-title-and-escrow-companies-sell-data-to-ai-companies): What title and escrow companies can license to AI companies, what to check first and how a deal works.
- [Can transcription and court reporting firms sell their data to AI companies?](https://sourcex.si/insights/can-transcription-and-court-reporting-firms-sell-data-to-ai-companies): What transcription and court reporting firms can license to AI companies, what to check first and how a deal works.
- [Can translation and localization agencies sell their data to AI companies?](https://sourcex.si/insights/can-translation-and-localization-agencies-sell-data-to-ai-companies): What translation and localization agencies can license to AI companies, what to check first and how a deal works.
- [Can trucking fleets sell their data to AI companies?](https://sourcex.si/insights/can-trucking-fleets-sell-data-to-ai-companies): What trucking fleets can license to AI companies, what to check first and how a deal works.
- [Can video game studios sell their data to AI companies?](https://sourcex.si/insights/can-video-game-studios-sell-data-to-ai-companies): What video game studios can license to AI companies, what to check first and how a deal works.
- [What compliance checks do insurance carriers and TPAs need before licensing data to AI companies?](https://sourcex.si/insights/insurance-carriers-and-tpas-data-licensing-compliance): The rights, privacy and contract checks insurance carriers and TPAs should complete before licensing records to AI companies.
- [What compliance checks do medical billing and RCM companies need before licensing data to AI companies?](https://sourcex.si/insights/medical-billing-and-rcm-companies-data-licensing-compliance): The rights, privacy and contract checks medical billing and RCM companies should complete before licensing records to AI companies.
- [What compliance checks do aviation maintenance (MRO) providers need before licensing data to AI companies?](https://sourcex.si/insights/aviation-maintenance-mro-providers-data-licensing-compliance): The rights, privacy and contract checks aviation maintenance (MRO) providers should complete before licensing records to AI companies.
- [What compliance checks do cybersecurity and MSSP firms need before licensing data to AI companies?](https://sourcex.si/insights/cybersecurity-and-mssp-firms-data-licensing-compliance): The rights, privacy and contract checks cybersecurity and MSSP firms should complete before licensing records to AI companies.
- [What compliance checks do facilities management companies need before licensing data to AI companies?](https://sourcex.si/insights/facilities-management-companies-data-licensing-compliance): The rights, privacy and contract checks facilities management companies should complete before licensing records to AI companies.
- [What compliance checks do film and post-production studios need before licensing data to AI companies?](https://sourcex.si/insights/film-and-post-production-studios-data-licensing-compliance): The rights, privacy and contract checks film and post-production studios should complete before licensing records to AI companies.
- [What compliance checks do fintech companies need before licensing data to AI companies?](https://sourcex.si/insights/fintech-companies-data-licensing-compliance): The rights, privacy and contract checks fintech companies should complete before licensing records to AI companies.
- [What compliance checks do food and beverage manufacturers need before licensing data to AI companies?](https://sourcex.si/insights/food-and-beverage-manufacturers-data-licensing-compliance): The rights, privacy and contract checks food and beverage manufacturers should complete before licensing records to AI companies.
- [What compliance checks do higher education institutions need before licensing data to AI companies?](https://sourcex.si/insights/higher-education-institutions-data-licensing-compliance): The rights, privacy and contract checks higher education institutions should complete before licensing records to AI companies.
- [What compliance checks do home health and senior care providers need before licensing data to AI companies?](https://sourcex.si/insights/home-health-and-senior-care-providers-data-licensing-compliance): The rights, privacy and contract checks home health and senior care providers should complete before licensing records to AI companies.
- [What compliance checks do HVAC and plumbing contractors need before licensing data to AI companies?](https://sourcex.si/insights/hvac-and-plumbing-contractors-data-licensing-compliance): The rights, privacy and contract checks HVAC and plumbing contractors should complete before licensing records to AI companies.
- [What compliance checks do mining companies need before licensing data to AI companies?](https://sourcex.si/insights/mining-companies-data-licensing-compliance): The rights, privacy and contract checks mining companies should complete before licensing records to AI companies.
- [What compliance checks do oil and gas operators need before licensing data to AI companies?](https://sourcex.si/insights/oil-and-gas-operators-data-licensing-compliance): The rights, privacy and contract checks oil and gas operators should complete before licensing records to AI companies.
- [What compliance checks do payment processors need before licensing data to AI companies?](https://sourcex.si/insights/payment-processors-data-licensing-compliance): The rights, privacy and contract checks payment processors should complete before licensing records to AI companies.
- [What compliance checks do PEOs and payroll providers need before licensing data to AI companies?](https://sourcex.si/insights/peos-and-payroll-providers-data-licensing-compliance): The rights, privacy and contract checks PEOs and payroll providers should complete before licensing records to AI companies.
- [What compliance checks do title and escrow companies need before licensing data to AI companies?](https://sourcex.si/insights/title-and-escrow-companies-data-licensing-compliance): The rights, privacy and contract checks title and escrow companies should complete before licensing records to AI companies.
- [What compliance checks do transcription and court reporting firms need before licensing data to AI companies?](https://sourcex.si/insights/transcription-and-court-reporting-firms-data-licensing-compliance): The rights, privacy and contract checks transcription and court reporting firms should complete before licensing records to AI companies.
- [What compliance checks do translation and localization agencies need before licensing data to AI companies?](https://sourcex.si/insights/translation-and-localization-agencies-data-licensing-compliance): The rights, privacy and contract checks translation and localization agencies should complete before licensing records to AI companies.
- [What compliance checks do trucking fleets need before licensing data to AI companies?](https://sourcex.si/insights/trucking-fleets-data-licensing-compliance): The rights, privacy and contract checks trucking fleets should complete before licensing records to AI companies.
- [What compliance checks do video game studios need before licensing data to AI companies?](https://sourcex.si/insights/video-game-studios-data-licensing-compliance): The rights, privacy and contract checks video game studios should complete before licensing records to AI companies.
- [How much is data from insurance carriers and TPAs worth to AI companies?](https://sourcex.si/insights/insurance-carriers-and-tpas-data-value-for-ai): What drives the value of insurance carriers and TPAs data for AI companies, and why there's no fixed price.
- [How much is data from medical billing and RCM companies worth to AI companies?](https://sourcex.si/insights/medical-billing-and-rcm-companies-data-value-for-ai): What drives the value of medical billing and RCM companies data for AI companies, and why there's no fixed price.
- [How much is data from aviation maintenance (MRO) providers worth to AI companies?](https://sourcex.si/insights/aviation-maintenance-mro-providers-data-value-for-ai): What drives the value of aviation maintenance (MRO) providers data for AI companies, and why there's no fixed price.
- [How much is data from cybersecurity and MSSP firms worth to AI companies?](https://sourcex.si/insights/cybersecurity-and-mssp-firms-data-value-for-ai): What drives the value of cybersecurity and MSSP firms data for AI companies, and why there's no fixed price.
- [How much is data from facilities management companies worth to AI companies?](https://sourcex.si/insights/facilities-management-companies-data-value-for-ai): What drives the value of facilities management companies data for AI companies, and why there's no fixed price.
- [How much is data from film and post-production studios worth to AI companies?](https://sourcex.si/insights/film-and-post-production-studios-data-value-for-ai): What drives the value of film and post-production studios data for AI companies, and why there's no fixed price.
- [How much is data from fintech companies worth to AI companies?](https://sourcex.si/insights/fintech-companies-data-value-for-ai): What drives the value of fintech companies data for AI companies, and why there's no fixed price.
- [How much is data from food and beverage manufacturers worth to AI companies?](https://sourcex.si/insights/food-and-beverage-manufacturers-data-value-for-ai): What drives the value of food and beverage manufacturers data for AI companies, and why there's no fixed price.
- [How much is data from higher education institutions worth to AI companies?](https://sourcex.si/insights/higher-education-institutions-data-value-for-ai): What drives the value of higher education institutions data for AI companies, and why there's no fixed price.
- [How much is data from home health and senior care providers worth to AI companies?](https://sourcex.si/insights/home-health-and-senior-care-providers-data-value-for-ai): What drives the value of home health and senior care providers data for AI companies, and why there's no fixed price.
- [How much is data from HVAC and plumbing contractors worth to AI companies?](https://sourcex.si/insights/hvac-and-plumbing-contractors-data-value-for-ai): What drives the value of HVAC and plumbing contractors data for AI companies, and why there's no fixed price.
- [How much is data from mining companies worth to AI companies?](https://sourcex.si/insights/mining-companies-data-value-for-ai): What drives the value of mining companies data for AI companies, and why there's no fixed price.
- [How much is data from oil and gas operators worth to AI companies?](https://sourcex.si/insights/oil-and-gas-operators-data-value-for-ai): What drives the value of oil and gas operators data for AI companies, and why there's no fixed price.
- [How much is data from payment processors worth to AI companies?](https://sourcex.si/insights/payment-processors-data-value-for-ai): What drives the value of payment processors data for AI companies, and why there's no fixed price.
- [How much is data from PEOs and payroll providers worth to AI companies?](https://sourcex.si/insights/peos-and-payroll-providers-data-value-for-ai): What drives the value of PEOs and payroll providers data for AI companies, and why there's no fixed price.
- [How much is data from title and escrow companies worth to AI companies?](https://sourcex.si/insights/title-and-escrow-companies-data-value-for-ai): What drives the value of title and escrow companies data for AI companies, and why there's no fixed price.
- [How much is data from transcription and court reporting firms worth to AI companies?](https://sourcex.si/insights/transcription-and-court-reporting-firms-data-value-for-ai): What drives the value of transcription and court reporting firms data for AI companies, and why there's no fixed price.
- [How much is data from translation and localization agencies worth to AI companies?](https://sourcex.si/insights/translation-and-localization-agencies-data-value-for-ai): What drives the value of translation and localization agencies data for AI companies, and why there's no fixed price.
- [How much is data from trucking fleets worth to AI companies?](https://sourcex.si/insights/trucking-fleets-data-value-for-ai): What drives the value of trucking fleets data for AI companies, and why there's no fixed price.
- [How much is data from video game studios worth to AI companies?](https://sourcex.si/insights/video-game-studios-data-value-for-ai): What drives the value of video game studios data for AI companies, and why there's no fixed price.
- [What AI companies build with healthcare clinics data](https://sourcex.si/insights/ai-use-cases-for-healthcare-clinics-data): The AI products built from healthcare clinics records, and which records they rely on.
- [What AI companies build with dental practices data](https://sourcex.si/insights/ai-use-cases-for-dental-practices-data): The AI products built from dental practices records, and which records they rely on.
- [What AI companies build with law firms data](https://sourcex.si/insights/ai-use-cases-for-law-firms-data): The AI products built from law firms records, and which records they rely on.
- [What AI companies build with accounting firms data](https://sourcex.si/insights/ai-use-cases-for-accounting-firms-data): The AI products built from accounting firms records, and which records they rely on.
- [What AI companies build with insurance agencies data](https://sourcex.si/insights/ai-use-cases-for-insurance-agencies-data): The AI products built from insurance agencies records, and which records they rely on.
- [What AI companies build with real estate brokerages data](https://sourcex.si/insights/ai-use-cases-for-real-estate-brokerages-data): The AI products built from real estate brokerages records, and which records they rely on.
- [What AI companies build with property management companies data](https://sourcex.si/insights/ai-use-cases-for-property-management-companies-data): The AI products built from property management companies records, and which records they rely on.
- [What AI companies build with construction companies data](https://sourcex.si/insights/ai-use-cases-for-construction-companies-data): The AI products built from construction companies records, and which records they rely on.
- [What AI companies build with manufacturers data](https://sourcex.si/insights/ai-use-cases-for-manufacturers-data): The AI products built from manufacturers records, and which records they rely on.
- [What AI companies build with logistics and freight companies data](https://sourcex.si/insights/ai-use-cases-for-logistics-and-freight-companies-data): The AI products built from logistics and freight companies records, and which records they rely on.
- [What AI companies build with e-commerce brands data](https://sourcex.si/insights/ai-use-cases-for-e-commerce-brands-data): The AI products built from e-commerce brands records, and which records they rely on.
- [What AI companies build with retailers data](https://sourcex.si/insights/ai-use-cases-for-retailers-data): The AI products built from retailers records, and which records they rely on.
- [What AI companies build with restaurants and hospitality groups data](https://sourcex.si/insights/ai-use-cases-for-restaurants-and-hospitality-groups-data): The AI products built from restaurants and hospitality groups records, and which records they rely on.
- [What AI companies build with hotels data](https://sourcex.si/insights/ai-use-cases-for-hotels-data): The AI products built from hotels records, and which records they rely on.
- [What AI companies build with call centers and BPOs data](https://sourcex.si/insights/ai-use-cases-for-call-centers-and-bpos-data): The AI products built from call centers and BPOs records, and which records they rely on.
- [What AI companies build with SaaS companies data](https://sourcex.si/insights/ai-use-cases-for-saas-companies-data): The AI products built from SaaS companies records, and which records they rely on.
- [What AI companies build with IT managed service providers data](https://sourcex.si/insights/ai-use-cases-for-it-managed-service-providers-data): The AI products built from IT managed service providers records, and which records they rely on.
- [What AI companies build with marketing agencies data](https://sourcex.si/insights/ai-use-cases-for-marketing-agencies-data): The AI products built from marketing agencies records, and which records they rely on.
- [What AI companies build with staffing and recruiting firms data](https://sourcex.si/insights/ai-use-cases-for-staffing-and-recruiting-firms-data): The AI products built from staffing and recruiting firms records, and which records they rely on.
- [What AI companies build with financial advisors data](https://sourcex.si/insights/ai-use-cases-for-financial-advisors-data): The AI products built from financial advisors records, and which records they rely on.
- [What AI companies build with banks and credit unions data](https://sourcex.si/insights/ai-use-cases-for-banks-and-credit-unions-data): The AI products built from banks and credit unions records, and which records they rely on.
- [What AI companies build with mortgage brokers data](https://sourcex.si/insights/ai-use-cases-for-mortgage-brokers-data): The AI products built from mortgage brokers records, and which records they rely on.
- [What AI companies build with auto dealerships data](https://sourcex.si/insights/ai-use-cases-for-auto-dealerships-data): The AI products built from auto dealerships records, and which records they rely on.
- [What AI companies build with auto repair shops data](https://sourcex.si/insights/ai-use-cases-for-auto-repair-shops-data): The AI products built from auto repair shops records, and which records they rely on.
- [What AI companies build with home services companies data](https://sourcex.si/insights/ai-use-cases-for-home-services-companies-data): The AI products built from home services companies records, and which records they rely on.
- [What AI companies build with energy and utilities data](https://sourcex.si/insights/ai-use-cases-for-energy-and-utilities-data): The AI products built from energy and utilities records, and which records they rely on.
- [What AI companies build with agriculture businesses data](https://sourcex.si/insights/ai-use-cases-for-agriculture-businesses-data): The AI products built from agriculture businesses records, and which records they rely on.
- [What AI companies build with education and tutoring companies data](https://sourcex.si/insights/ai-use-cases-for-education-and-tutoring-companies-data): The AI products built from education and tutoring companies records, and which records they rely on.
- [What AI companies build with pharmacies data](https://sourcex.si/insights/ai-use-cases-for-pharmacies-data): The AI products built from pharmacies records, and which records they rely on.
- [What AI companies build with veterinary clinics data](https://sourcex.si/insights/ai-use-cases-for-veterinary-clinics-data): The AI products built from veterinary clinics records, and which records they rely on.
- [What AI companies build with engineering firms data](https://sourcex.si/insights/ai-use-cases-for-engineering-firms-data): The AI products built from engineering firms records, and which records they rely on.
- [What AI companies build with architecture firms data](https://sourcex.si/insights/ai-use-cases-for-architecture-firms-data): The AI products built from architecture firms records, and which records they rely on.
- [What AI companies build with media and publishing companies data](https://sourcex.si/insights/ai-use-cases-for-media-and-publishing-companies-data): The AI products built from media and publishing companies records, and which records they rely on.
- [What AI companies build with market research firms data](https://sourcex.si/insights/ai-use-cases-for-market-research-firms-data): The AI products built from market research firms records, and which records they rely on.
- [What AI companies build with consulting firms data](https://sourcex.si/insights/ai-use-cases-for-consulting-firms-data): The AI products built from consulting firms records, and which records they rely on.
- [What AI companies build with nonprofits data](https://sourcex.si/insights/ai-use-cases-for-nonprofits-data): The AI products built from nonprofits records, and which records they rely on.
- [What AI companies build with telecom companies data](https://sourcex.si/insights/ai-use-cases-for-telecom-companies-data): The AI products built from telecom companies records, and which records they rely on.
- [What AI companies build with travel agencies data](https://sourcex.si/insights/ai-use-cases-for-travel-agencies-data): The AI products built from travel agencies records, and which records they rely on.
- [What AI companies build with fitness and wellness businesses data](https://sourcex.si/insights/ai-use-cases-for-fitness-and-wellness-businesses-data): The AI products built from fitness and wellness businesses records, and which records they rely on.
- [What AI companies build with security and alarm companies data](https://sourcex.si/insights/ai-use-cases-for-security-and-alarm-companies-data): The AI products built from security and alarm companies records, and which records they rely on.
- [What AI companies build with insurance carriers and TPAs data](https://sourcex.si/insights/ai-use-cases-for-insurance-carriers-and-tpas-data): The AI products built from insurance carriers and TPAs records, and which records they rely on.
- [What AI companies build with medical billing and RCM companies data](https://sourcex.si/insights/ai-use-cases-for-medical-billing-and-rcm-companies-data): The AI products built from medical billing and RCM companies records, and which records they rely on.
- [What AI companies build with aviation maintenance (MRO) providers data](https://sourcex.si/insights/ai-use-cases-for-aviation-maintenance-mro-providers-data): The AI products built from aviation maintenance (MRO) providers records, and which records they rely on.
- [What AI companies build with cybersecurity and MSSP firms data](https://sourcex.si/insights/ai-use-cases-for-cybersecurity-and-mssp-firms-data): The AI products built from cybersecurity and MSSP firms records, and which records they rely on.
- [What AI companies build with facilities management companies data](https://sourcex.si/insights/ai-use-cases-for-facilities-management-companies-data): The AI products built from facilities management companies records, and which records they rely on.
- [What AI companies build with film and post-production studios data](https://sourcex.si/insights/ai-use-cases-for-film-and-post-production-studios-data): The AI products built from film and post-production studios records, and which records they rely on.
- [What AI companies build with fintech companies data](https://sourcex.si/insights/ai-use-cases-for-fintech-companies-data): The AI products built from fintech companies records, and which records they rely on.
- [What AI companies build with food and beverage manufacturers data](https://sourcex.si/insights/ai-use-cases-for-food-and-beverage-manufacturers-data): The AI products built from food and beverage manufacturers records, and which records they rely on.
- [What AI companies build with higher education institutions data](https://sourcex.si/insights/ai-use-cases-for-higher-education-institutions-data): The AI products built from higher education institutions records, and which records they rely on.
- [What AI companies build with home health and senior care providers data](https://sourcex.si/insights/ai-use-cases-for-home-health-and-senior-care-providers-data): The AI products built from home health and senior care providers records, and which records they rely on.
- [What AI companies build with HVAC and plumbing contractors data](https://sourcex.si/insights/ai-use-cases-for-hvac-and-plumbing-contractors-data): The AI products built from HVAC and plumbing contractors records, and which records they rely on.
- [What AI companies build with mining companies data](https://sourcex.si/insights/ai-use-cases-for-mining-companies-data): The AI products built from mining companies records, and which records they rely on.
- [What AI companies build with oil and gas operators data](https://sourcex.si/insights/ai-use-cases-for-oil-and-gas-operators-data): The AI products built from oil and gas operators records, and which records they rely on.
- [What AI companies build with payment processors data](https://sourcex.si/insights/ai-use-cases-for-payment-processors-data): The AI products built from payment processors records, and which records they rely on.
- [What AI companies build with PEOs and payroll providers data](https://sourcex.si/insights/ai-use-cases-for-peos-and-payroll-providers-data): The AI products built from PEOs and payroll providers records, and which records they rely on.
- [What AI companies build with title and escrow companies data](https://sourcex.si/insights/ai-use-cases-for-title-and-escrow-companies-data): The AI products built from title and escrow companies records, and which records they rely on.
- [What AI companies build with transcription and court reporting firms data](https://sourcex.si/insights/ai-use-cases-for-transcription-and-court-reporting-firms-data): The AI products built from transcription and court reporting firms records, and which records they rely on.
- [What AI companies build with translation and localization agencies data](https://sourcex.si/insights/ai-use-cases-for-translation-and-localization-agencies-data): The AI products built from translation and localization agencies records, and which records they rely on.
- [What AI companies build with trucking fleets data](https://sourcex.si/insights/ai-use-cases-for-trucking-fleets-data): The AI products built from trucking fleets records, and which records they rely on.
- [What AI companies build with video game studios data](https://sourcex.si/insights/ai-use-cases-for-video-game-studios-data): The AI products built from video game studios records, and which records they rely on.
- [Can I license my Airtable data to AI companies?](https://sourcex.si/insights/can-i-license-airtable-data-to-ai-companies): What Airtable records AI companies value, what gets removed and how licensing works.
- [Can I license my Asana data to AI companies?](https://sourcex.si/insights/can-i-license-asana-data-to-ai-companies): What Asana records AI companies value, what gets removed and how licensing works.
- [Can I license my Autodesk Construction Cloud data to AI companies?](https://sourcex.si/insights/can-i-license-autodesk-construction-cloud-data-to-ai-companies): What Autodesk Construction Cloud records AI companies value, what gets removed and how licensing works.
- [Can I license my Azure DevOps data to AI companies?](https://sourcex.si/insights/can-i-license-azure-devops-data-to-ai-companies): What Azure DevOps records AI companies value, what gets removed and how licensing works.
- [Can I license my Bitbucket data to AI companies?](https://sourcex.si/insights/can-i-license-bitbucket-data-to-ai-companies): What Bitbucket records AI companies value, what gets removed and how licensing works.
- [Can I license my Box data to AI companies?](https://sourcex.si/insights/can-i-license-box-data-to-ai-companies): What Box records AI companies value, what gets removed and how licensing works.
- [Can I license my Bullhorn data to AI companies?](https://sourcex.si/insights/can-i-license-bullhorn-data-to-ai-companies): What Bullhorn records AI companies value, what gets removed and how licensing works.
- [Can I license my ClickUp data to AI companies?](https://sourcex.si/insights/can-i-license-clickup-data-to-ai-companies): What ClickUp records AI companies value, what gets removed and how licensing works.
- [Can I license my Clio data to AI companies?](https://sourcex.si/insights/can-i-license-clio-data-to-ai-companies): What Clio records AI companies value, what gets removed and how licensing works.
- [Can I license my DocuSign CLM data to AI companies?](https://sourcex.si/insights/can-i-license-docusign-clm-data-to-ai-companies): What DocuSign CLM records AI companies value, what gets removed and how licensing works.
- [Can I license my Greenhouse data to AI companies?](https://sourcex.si/insights/can-i-license-greenhouse-data-to-ai-companies): What Greenhouse records AI companies value, what gets removed and how licensing works.
- [Can I license my iManage data to AI companies?](https://sourcex.si/insights/can-i-license-imanage-data-to-ai-companies): What iManage records AI companies value, what gets removed and how licensing works.
- [Can I license my Ironclad data to AI companies?](https://sourcex.si/insights/can-i-license-ironclad-data-to-ai-companies): What Ironclad records AI companies value, what gets removed and how licensing works.
- [Can I license my Monday.com data to AI companies?](https://sourcex.si/insights/can-i-license-mondaycom-data-to-ai-companies): What Monday.com records AI companies value, what gets removed and how licensing works.
- [Can I license my NetDocuments data to AI companies?](https://sourcex.si/insights/can-i-license-netdocuments-data-to-ai-companies): What NetDocuments records AI companies value, what gets removed and how licensing works.
- [Can I license my Procore data to AI companies?](https://sourcex.si/insights/can-i-license-procore-data-to-ai-companies): What Procore records AI companies value, what gets removed and how licensing works.
- [Can I license my Sage Intacct data to AI companies?](https://sourcex.si/insights/can-i-license-sage-intacct-data-to-ai-companies): What Sage Intacct records AI companies value, what gets removed and how licensing works.
- [Can I license my ServiceTitan data to AI companies?](https://sourcex.si/insights/can-i-license-servicetitan-data-to-ai-companies): What ServiceTitan records AI companies value, what gets removed and how licensing works.
- [Can I license my SharePoint data to AI companies?](https://sourcex.si/insights/can-i-license-sharepoint-data-to-ai-companies): What SharePoint records AI companies value, what gets removed and how licensing works.
- [Can I license my Workday data to AI companies?](https://sourcex.si/insights/can-i-license-workday-data-to-ai-companies): What Workday records AI companies value, what gets removed and how licensing works.

## Datasets for AI labs

- [Dataset catalog](https://sourcex.si/datasets): SourceX sources proprietary datasets for AI labs directly from established businesses: multi-year support and sales histories, software engineering records, company documents, finance, legal and administrative workflows, operational logs, and new recordings of hands-on work.
- [Accounting and reconciliation workflows](https://sourcex.si/datasets/accounting-reconciliations): An accounting dataset is the working history of a company's books: transactions with their general ledger coding and later corrections, bank and card reconciliations, accruals, close checklists, supporting workpapers and the approvals behind each entry.
- [Customer support ticket datasets](https://sourcex.si/datasets/customer-support-tickets): A customer support ticket dataset is a de-identified export of real support cases: the customer's messages, agent replies, internal notes, escalations, status changes and the final resolution, often linked to CSAT and QA scores.
- [Enterprise document archives](https://sourcex.si/datasets/enterprise-document-archives): An enterprise document dataset is an export of the files a company actually works from, such as reports, memos, proposals, policies, PDFs, spreadsheets and decks, kept with folder structure, version history, authorship roles and sharing metadata.
- [Enterprise workflow and task execution histories](https://sourcex.si/datasets/workflow-task-histories): An enterprise workflow dataset is a set of task execution histories: connected records that follow one business task from the incoming request through the context available at the time, the actions taken in tools, decisions, handoffs and the outcome, plus QA where available.
- [Software engineering histories (issues, PRs, reviews)](https://sourcex.si/datasets/software-engineering-histories): A software engineering history dataset is a linked record of how a team changed its code: each issue joined to the commits, pull request, review comments and CI runs that resolved it, the deploy that shipped it and any incident that followed.
- [Supply chain and logistics operations records](https://sourcex.si/datasets/supply-chain-logistics): A supply chain dataset is a connected history of how goods were ordered, moved and delivered: purchase orders, supplier messages, advance ship notices, shipments, tracking events, exceptions such as delays and damage, how each was resolved, and freight documents such as bills of lading and invoices.
- [Contact center call recordings and transcripts](https://sourcex.si/datasets/contact-center-call-recordings): A contact center call recording dataset is a collection of recorded customer service and support calls, usually with speaker-labeled, time-aligned transcripts and call metadata such as queue, holds, transfers, handle time, disposition and QA score.
- [Contract negotiation and redline histories](https://sourcex.si/datasets/legal-contract-redlines): A contract redline dataset is the negotiation history of real agreements: each draft exchanged between the parties, the tracked changes and margin comments on every turn, the internal approvals and playbook positions behind them, and the version that was finally signed.
- [Field service and maintenance work orders](https://sourcex.si/datasets/field-service-maintenance-records): A maintenance work order dataset is a record of real repair and upkeep jobs on equipment: the reported symptom, the technician's diagnosis, the parts used, the fix and whether it held, usually with technician notes, photos and the asset's service history.
- [Human feedback and QA-scored work](https://sourcex.si/datasets/human-feedback-qa-scores): A human feedback dataset is a set of real work products paired with the judgments people made about them: QA scorecards, approvals and rejections, reviewer comments and corrected final versions.
- [Proprietary codebases with full history](https://sourcex.si/datasets/proprietary-codebases): A proprietary codebase dataset is a company's private source code delivered as whole repositories with their version history: commits, branches, tags and files, along with build configuration, tests and internal documentation.
- [Real-world spreadsheets and financial models](https://sourcex.si/datasets/spreadsheets-financial-models): A spreadsheet dataset is a collection of real working files, such as budgets, forecasts, financial models and operational trackers, delivered with formulas, cross-sheet references, named ranges, pivot tables and macros intact rather than flattened to values.
- [Business presentation decks](https://sourcex.si/datasets/presentation-decks): Presentation deck datasets are real slide files, such as proposals, pitches, board updates and training decks, delivered as editable files with layouts, chart data, speaker notes and revision history, plus a rendered image of each slide.
- [Insurance claims workflows](https://sourcex.si/datasets/insurance-claims-workflows): An insurance claims dataset is a de-identified record of how real claims were handled from first notice of loss (FNOL) to closure: coverage checks, reserve changes, adjuster notes, documents, photos, payments and the final settlement, denial or recovery.
- [IT service management and incident histories](https://sourcex.si/datasets/it-service-management-tickets): An ITSM ticket dataset is the record of how an IT organization handled its incidents, service requests, problems and changes, exported from its service management tool with work notes, handoffs, SLA timers and links to the affected configuration items.
- [Manufacturing quality and inspection records](https://sourcex.si/datasets/manufacturing-quality-records): A manufacturing quality dataset is a plant's record of how parts were checked and what happened when they failed: inspection results and measurements, nonconformance reports, material review dispositions, corrective actions and 8D investigations, often with defect images.
- [Sales CRM pipeline histories](https://sourcex.si/datasets/sales-crm-histories): A sales CRM dataset is a record of how deals actually moved through a company's pipeline: opportunities with their stage changes, close-date pushes and amount edits timestamped, the emails, meetings and notes logged against them, and the final won or lost outcome with its reason.
- [Construction project records](https://sourcex.si/datasets/construction-project-records): A construction project dataset is the record a building project leaves behind: requests for information and the design team's answers, submittals and review actions, change orders with cost and schedule impact, daily logs, inspections, punch lists, site photos and schedule updates.
- [Healthcare revenue cycle and prior authorization records](https://sourcex.si/datasets/healthcare-revenue-cycle): A healthcare revenue cycle dataset is a de-identified, linked set of the administrative transactions between a patient visit and final payment: eligibility checks, prior authorization requests and payer decisions, claims and remittances, and the denials and appeals that followed.
- [Sales call recordings and transcripts](https://sourcex.si/datasets/sales-call-transcripts): A sales call transcript dataset is a set of recorded sales conversations, such as discovery calls, product demos and negotiations, with speaker-attributed transcripts, each linked to the CRM opportunity it belonged to and that deal's eventual outcome.
- [SOPs, playbooks and internal knowledge bases](https://sourcex.si/datasets/sops-playbooks-knowledge-bases): An SOP dataset is a collection of a company's written procedures, such as standard operating procedures, checklists, playbooks, runbooks and knowledge-base articles, with page history, owners and the links between pages.
- [Approved workplace email and chat exports](https://sourcex.si/datasets/workplace-email-chat): A workplace email and chat dataset is a collection of real work conversations from a company's own systems: email threads and chat channels with their reply structure, participant roles, timestamps and attachment text.
- [CAD and PCB engineering files with revision history](https://sourcex.si/datasets/cad-pcb-engineering-files): A CAD and PCB engineering dataset is a set of real product designs in the formats engineers work in: native 3D models and assemblies, 2D drawings, schematics and board layouts, with their revision history, engineering change orders and bills of materials.
- [Recruiting and hiring workflows](https://sourcex.si/datasets/recruiting-hiring-workflows): A recruitment dataset is a de-identified history of real hiring processes: requisitions, job postings, applications, screening outcomes, interview scorecards, offers and, where linked, what happened after the hire.
- [First-person video of skilled manual work](https://sourcex.si/datasets/egocentric-video-manual-work): An egocentric video dataset of manual work is first-person footage from a head-mounted camera worn by a skilled worker doing real tasks, showing hands, tools and materials as the worker sees them.
- [Training and evaluation data for coding agents](https://sourcex.si/datasets/use-cases/coding-agents)
- [Training data for customer support AI agents](https://sourcex.si/datasets/use-cases/customer-support-agents)
- [Training data for enterprise and computer-use agents](https://sourcex.si/datasets/use-cases/enterprise-agents)
- [Data for document AI, enterprise search and RAG evaluation](https://sourcex.si/datasets/use-cases/document-ai-and-rag)
- [Training data for finance and accounting AI](https://sourcex.si/datasets/use-cases/finance-accounting-agents)
- [Training and evaluation data for legal AI](https://sourcex.si/datasets/use-cases/legal-ai)
- [Real conversational audio for voice agents and speech models](https://sourcex.si/datasets/use-cases/voice-agents-speech)
- [Training data for AI sales agents and revenue models](https://sourcex.si/datasets/use-cases/sales-agents)
- [Training data for healthcare administration AI](https://sourcex.si/datasets/use-cases/healthcare-admin-ai)
- [Training data for robotics and embodied AI from real work](https://sourcex.si/datasets/use-cases/robotics-embodied-ai)
- [Private evaluation sets built from real business work](https://sourcex.si/datasets/use-cases/evaluation-sets)
- [How to license proprietary data for AI training](https://sourcex.si/datasets/guides/how-to-license-proprietary-data-for-ai-training)
- [Licensed, synthetic or scraped: choosing AI training data](https://sourcex.si/datasets/guides/licensed-vs-synthetic-vs-scraped-data)
- [Due diligence checklist for licensed AI training data](https://sourcex.si/datasets/guides/training-data-due-diligence-checklist)
- [AI data license terms explained: permitted use, exclusivity, snapshots and deletion](https://sourcex.si/datasets/guides/data-license-terms-explained)
- [Submit a data request](https://sourcex.si/request-data): how AI labs request proprietary data from SourceX.