Insights
Selling your business data to AI, explained.
116 straight answers for business owners exploring data licensing.
Essentials
Can I sell my business data to AI companies?
Yes, many businesses can license proprietary data to AI companies. Here's what qualifies, how it works, and what to watch out for.
ReadHow much is my company data worth to AI companies?
What drives the value of business data for AI training: uniqueness, volume, quality, history, industry and buyer demand.
ReadWhat kinds of business data do AI labs buy?
A plain-language guide to the proprietary datasets AI labs and model developers look for, and why.
ReadIs it safe to license company data for AI training?
The privacy, legal and security questions to answer before licensing business data to AI companies.
ReadHow to monetize your business data: a practical guide
Step-by-step: how a company can turn existing operational data into a new revenue stream by licensing it to AI buyers.
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Guides
How does AI training data licensing work?
The end-to-end process of licensing business data for AI training, from assessment to payout.
ReadHow do AI labs purchase training data?
How AI labs and model developers source and buy proprietary training data.
ReadWhat is enterprise data licensing?
A definition of enterprise data licensing and how it applies to AI.
ReadCan businesses license operational data?
Whether and how companies can license day-to-day operational records to AI developers.
ReadHow is company data anonymized before AI training?
The techniques used to anonymize business data before it is licensed for AI.
ReadWhat makes a proprietary dataset valuable?
The characteristics that determine how valuable a proprietary dataset is to AI developers.
ReadWhat is a data licensing agreement?
The key terms in an AI data licensing agreement explained in plain language.
ReadExclusive vs. non-exclusive data licenses
How exclusivity affects price and future deals when licensing data to AI companies.
ReadHow to de-identify business data for AI training
Practical steps for removing personal and confidential information before licensing data.
ReadGDPR and selling data to AI companies
What European privacy rules mean for licensing business data to AI buyers.
ReadCCPA and licensing business data
How California privacy law affects selling or licensing data to AI companies.
ReadHIPAA and AI training data
How healthcare organizations can approach licensing de-identified data for AI.
ReadWho buys business data for AI?
The kinds of organizations that license proprietary business data, and what they look for.
ReadData monetization strategies for small businesses
Realistic ways a small or mid-sized company can earn revenue from its data.
ReadHow long does it take to sell data to an AI company?
Typical stages and timelines in an AI data licensing deal.
ReadHow AI data deals are priced
Common pricing structures for licensing business data to AI buyers.
ReadWhat is AI training data?
A plain-language explanation of AI training data and why businesses own valuable pieces of it.
ReadAre AI companies running out of training data?
Why proprietary data is increasingly in demand as public data becomes less available.
ReadSynthetic data vs. real business data
Why AI teams still need real proprietary data despite synthetic data.
ReadData for AI agents: why workflow data matters
Why AI agent builders want step-by-step workflow data from real businesses.
ReadHow to tell if your company data is valuable
A quick checklist to see whether your business data might interest AI buyers.
ReadQuestions to ask before selling data to AI
The questions every business should answer before licensing data to an AI company.
ReadUsing a data broker vs. a data licensing intermediary
The difference between traditional data brokers and AI data licensing intermediaries.
ReadCan employees' work data be sold to AI companies?
What to consider before licensing data created by your employees.
ReadCan I sell customer data to AI companies?
When licensing data that involves your customers is and isn't appropriate.
ReadRecurring revenue from data licensing
How businesses can earn ongoing income by licensing fresh data over time.
ReadHow to inventory your company data
A simple process for listing the data your business has before an assessment.
ReadData licensing for AI: common mistakes
Mistakes businesses make when licensing data to AI companies, and how to avoid them.
ReadWhat happens to my data after an AI company buys it?
How licensed data is used, stored and deleted under a typical agreement.
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Industries
Can healthcare clinics sell their data to AI companies?
How healthcare clinics can license proprietary data — like de-identified clinical notes and scheduling records — to AI companies, what it's used for, and what to check first.
ReadCan dental practices sell their data to AI companies?
How dental practices can license proprietary data — like treatment plans and insurance claim histories — to AI companies, what it's used for, and what to check first.
ReadCan law firms sell their data to AI companies?
How law firms can license proprietary data — like templates and precedents and matter workflows — to AI companies, what it's used for, and what to check first.
ReadCan accounting firms sell their data to AI companies?
How accounting firms can license proprietary data — like bookkeeping categorizations and tax workpapers (de-identified) — to AI companies, what it's used for, and what to check first.
ReadCan insurance agencies sell their data to AI companies?
How insurance agencies can license proprietary data — like claims notes and underwriting decisions — to AI companies, what it's used for, and what to check first.
ReadCan real estate brokerages sell their data to AI companies?
How real estate brokerages can license proprietary data — like listing descriptions and transaction checklists — to AI companies, what it's used for, and what to check first.
ReadCan property management companies sell their data to AI companies?
How property management companies can license proprietary data — like maintenance tickets and tenant communications — to AI companies, what it's used for, and what to check first.
ReadCan construction companies sell their data to AI companies?
How construction companies can license proprietary data — like bids and estimates and RFIs and submittals — to AI companies, what it's used for, and what to check first.
ReadCan manufacturers sell their data to AI companies?
How manufacturers can license proprietary data — like work instructions and quality inspection records — to AI companies, what it's used for, and what to check first.
ReadCan logistics and freight companies sell their data to AI companies?
How logistics and freight companies can license proprietary data — like shipment records and dispatch communications — to AI companies, what it's used for, and what to check first.
ReadCan e-commerce brands sell their data to AI companies?
How e-commerce brands can license proprietary data — like support tickets and product catalogs — to AI companies, what it's used for, and what to check first.
ReadCan retailers sell their data to AI companies?
How retailers can license proprietary data — like store operations checklists and inventory notes — to AI companies, what it's used for, and what to check first.
ReadCan restaurants and hospitality groups sell their data to AI companies?
How restaurants and hospitality groups can license proprietary data — like recipes and prep procedures and reservation notes — to AI companies, what it's used for, and what to check first.
ReadCan hotels sell their data to AI companies?
How hotels can license proprietary data — like guest requests and housekeeping workflows — to AI companies, what it's used for, and what to check first.
ReadCan call centers and bpos sell their data to AI companies?
How call centers and bpos can license proprietary data — like call recordings and QA scorecards — to AI companies, what it's used for, and what to check first.
ReadCan saas companies sell their data to AI companies?
How saas companies can license proprietary data — like support tickets and product documentation — to AI companies, what it's used for, and what to check first.
ReadCan it managed service providers sell their data to AI companies?
How it managed service providers can license proprietary data — like helpdesk tickets and runbooks — to AI companies, what it's used for, and what to check first.
ReadCan marketing agencies sell their data to AI companies?
How marketing agencies can license proprietary data — like campaign briefs and ad copy and performance notes — to AI companies, what it's used for, and what to check first.
ReadCan staffing and recruiting firms sell their data to AI companies?
How staffing and recruiting firms can license proprietary data — like job descriptions and anonymized screening notes — to AI companies, what it's used for, and what to check first.
ReadCan financial advisors sell their data to AI companies?
How financial advisors can license proprietary data — like planning workflows and anonymized client Q&A — to AI companies, what it's used for, and what to check first.
ReadCan banks and credit unions sell their data to AI companies?
How banks and credit unions can license proprietary data — like loan underwriting notes and support transcripts — to AI companies, what it's used for, and what to check first.
ReadCan mortgage brokers sell their data to AI companies?
How mortgage brokers can license proprietary data — like loan file checklists and condition clearing notes — to AI companies, what it's used for, and what to check first.
ReadCan auto dealerships sell their data to AI companies?
How auto dealerships can license proprietary data — like service repair orders and sales conversations — to AI companies, what it's used for, and what to check first.
ReadCan auto repair shops sell their data to AI companies?
How auto repair shops can license proprietary data — like repair orders and diagnoses and technician notes — to AI companies, what it's used for, and what to check first.
ReadCan home services companies sell their data to AI companies?
How home services companies can license proprietary data — like job tickets and technician notes — to AI companies, what it's used for, and what to check first.
ReadCan energy and utilities sell their data to AI companies?
How energy and utilities can license proprietary data — like field inspection reports and outage logs — to AI companies, what it's used for, and what to check first.
ReadCan agriculture businesses sell their data to AI companies?
How agriculture businesses can license proprietary data — like field and yield records and agronomy notes — to AI companies, what it's used for, and what to check first.
ReadCan education and tutoring companies sell their data to AI companies?
How education and tutoring companies can license proprietary data — like lesson plans and anonymized tutoring sessions — to AI companies, what it's used for, and what to check first.
ReadCan pharmacies sell their data to AI companies?
How pharmacies can license proprietary data — like de-identified prescription workflows and drug-interaction notes — to AI companies, what it's used for, and what to check first.
ReadCan veterinary clinics sell their data to AI companies?
How veterinary clinics can license proprietary data — like medical records and diagnostic notes — to AI companies, what it's used for, and what to check first.
ReadCan engineering firms sell their data to AI companies?
How engineering firms can license proprietary data — like design calculations and specifications — to AI companies, what it's used for, and what to check first.
ReadCan architecture firms sell their data to AI companies?
How architecture firms can license proprietary data — like drawing sets metadata and specifications — to AI companies, what it's used for, and what to check first.
ReadCan media and publishing companies sell their data to AI companies?
How media and publishing companies can license proprietary data — like archives and articles and editorial notes — to AI companies, what it's used for, and what to check first.
ReadCan market research firms sell their data to AI companies?
How market research firms can license proprietary data — like survey responses and interview transcripts — to AI companies, what it's used for, and what to check first.
ReadCan consulting firms sell their data to AI companies?
How consulting firms can license proprietary data — like frameworks and playbooks and anonymized deliverables — to AI companies, what it's used for, and what to check first.
ReadCan nonprofits sell their data to AI companies?
How nonprofits can license proprietary data — like program records and grant applications — to AI companies, what it's used for, and what to check first.
ReadCan telecom companies sell their data to AI companies?
How telecom companies can license proprietary data — like support transcripts and network trouble tickets — to AI companies, what it's used for, and what to check first.
ReadCan travel agencies sell their data to AI companies?
How travel agencies can license proprietary data — like itineraries and booking communications — to AI companies, what it's used for, and what to check first.
ReadCan fitness and wellness businesses sell their data to AI companies?
How fitness and wellness businesses can license proprietary data — like training programs and coaching notes — to AI companies, what it's used for, and what to check first.
ReadCan security and alarm companies sell their data to AI companies?
How security and alarm companies can license proprietary data — like incident reports and dispatch logs — to AI companies, what it's used for, and what to check first.
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Data sources
Can I license my Slack data to AI companies?
What Slack data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my Salesforce data to AI companies?
What Salesforce data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my HubSpot data to AI companies?
What HubSpot data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my Zendesk data to AI companies?
What Zendesk data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my Intercom data to AI companies?
What Intercom data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my Freshdesk data to AI companies?
What Freshdesk data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my Jira data to AI companies?
What Jira data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my GitHub data to AI companies?
What GitHub data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my GitLab data to AI companies?
What GitLab data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my ServiceNow data to AI companies?
What ServiceNow data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my Shopify data to AI companies?
What Shopify data is useful for AI training, how licensing works, and what to check before sharing it.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my 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.
ReadCan I license my 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.
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Data types
Selling customer support transcripts to AI companies: what to know
Why AI teams want customer support transcripts, how licensing works, and how to prepare it safely.
ReadSelling sales call recordings to AI companies: what to know
Why AI teams want sales call recordings, how licensing works, and how to prepare it safely.
ReadSelling email archives to AI companies: what to know
Why AI teams want email archives, how licensing works, and how to prepare it safely.
ReadSelling internal documentation to AI companies: what to know
Why AI teams want internal documentation, how licensing works, and how to prepare it safely.
ReadSelling source code to AI companies: what to know
Why AI teams want source code, how licensing works, and how to prepare it safely.
ReadSelling workflow and screen-activity data to AI companies: what to know
Why AI teams want workflow and screen-activity data, how licensing works, and how to prepare it safely.
ReadSelling contracts and legal documents to AI companies: what to know
Why AI teams want contracts and legal documents, how licensing works, and how to prepare it safely.
ReadSelling medical records to AI companies: what to know
Why AI teams want medical records, how licensing works, and how to prepare it safely.
ReadSelling financial transaction data to AI companies: what to know
Why AI teams want financial transaction data, how licensing works, and how to prepare it safely.
ReadSelling images and inspection photos to AI companies: what to know
Why AI teams want images and inspection photos, how licensing works, and how to prepare it safely.
ReadSelling video recordings to AI companies: what to know
Why AI teams want video recordings, how licensing works, and how to prepare it safely.
ReadSelling voice and audio data to AI companies: what to know
Why AI teams want voice and audio data, how licensing works, and how to prepare it safely.
ReadSelling chat logs to AI companies: what to know
Why AI teams want chat logs, how licensing works, and how to prepare it safely.
ReadSelling product catalogs and descriptions to AI companies: what to know
Why AI teams want product catalogs and descriptions, how licensing works, and how to prepare it safely.
ReadSelling survey and research data to AI companies: what to know
Why AI teams want survey and research data, how licensing works, and how to prepare it safely.
ReadSelling sensor and iot data to AI companies: what to know
Why AI teams want sensor and iot data, how licensing works, and how to prepare it safely.
ReadSelling geospatial and location data to AI companies: what to know
Why AI teams want geospatial and location data, how licensing works, and how to prepare it safely.
ReadSelling expert annotations and labels to AI companies: what to know
Why AI teams want expert annotations and labels, how licensing works, and how to prepare it safely.
ReadSelling meeting transcripts to AI companies: what to know
Why AI teams want meeting transcripts, how licensing works, and how to prepare it safely.
ReadSelling knowledge-base articles to AI companies: what to know
Why AI teams want knowledge-base articles, how licensing works, and how to prepare it safely.
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