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Are AI companies running out of training data?
Why operational data is increasingly in demand as public data becomes less available.
Can businesses license operational data?
Whether and how companies can license day-to-day operational records to AI developers.
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?
When licensing data that involves your customers is and isn't appropriate.
CCPA and licensing business data
How California privacy law affects selling or licensing data to AI companies.
Data for AI agents: why workflow data matters
Why AI agent builders want step-by-step workflow data from real businesses.
Data licensing for AI: common mistakes
Mistakes businesses make when licensing data to AI companies, and how to avoid them.
Data monetization strategies for small businesses
Realistic ways a small or mid-sized company can earn revenue from its data.
Exclusive vs. non-exclusive data licenses
How exclusivity affects price and future deals when licensing data to AI companies.
GDPR and selling data to AI companies
What European privacy rules mean for licensing business data to AI buyers.
HIPAA and AI training data
How healthcare organizations can approach licensing health data prepared to meet privacy requirements for AI.
How AI data deals are priced
Common pricing structures for licensing business data to AI buyers.
How do AI labs purchase training data?
How AI labs and model developers source and buy proprietary training data.
How does AI training data licensing work?
The end-to-end process of licensing business data for AI training, from assessment to payout.
How is company data anonymized before AI training?
The techniques used to anonymize business data before it is licensed for AI.
How long does it take to sell data to an AI company?
Typical stages and timelines in an AI data licensing deal.
How to remove sensitive details from business data for AI training
Practical steps for removing personal and confidential information before licensing data.
How to inventory your company data
A simple process for listing the data your business has before an assessment.
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
The questions every business should answer before licensing data to an AI company.
Recurring revenue from data licensing
How businesses can earn ongoing income by licensing fresh data over time.
Synthetic data vs. real business data
Why AI teams still need real operational data despite synthetic data.
Using a data broker vs. a business data transaction service
How a traditional data broker differs from a business data transaction service.
What happens to my data after an AI company buys it?
How licensed data is used, stored and deleted under a typical agreement.
What is a data licensing agreement?
The key terms in an AI data licensing agreement explained in plain language.
What is AI training data?
A plain-language explanation of AI training data and why businesses own valuable pieces of it.
What is enterprise data licensing?
A definition of enterprise data licensing and how it applies to AI.
What makes an operational dataset valuable?
The characteristics that determine how valuable an operational dataset is to AI developers.
Who buys business data for AI?
The kinds of organizations that license proprietary business data, and what they look for.