How much do AI developers spend on data?
Industry estimates suggest AI developers collectively spend on the order of $10–15 billion per year on data and the human processes around it — a figure that is growing.
The estimate
Industry analyses estimate that AI developers collectively spend on the order of $10–15 billion per year on data and the human processes around it — collection, licensing, annotation and expert review. Some industry projections describe human data as a future trillion-dollar market. These are estimates, not audited figures.
Where the money goes
- Licensing existing content and data libraries.
- Expert data production — professionals creating reasoning examples.
- Operational data — real workflows, decisions and outcomes from businesses.
What this means for partners
A growing share of that spend is moving toward private company data. Businesses with 50+ full-time employees at peak are the typical suppliers. Introduce one to SourceX; if a deal closes and SourceX collects its fee, you can earn 25% of that fee, up to $100,000 per company.
- Step 1Share your linkSend your personal link to a company you know.
- Step 2Company appliesThe company applies itself at /apply.
- Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
- Step 4You get your rewardYour share of SourceX fees becomes payable.
Free resources
- Cash conversion cycle calculator — DIO, DSO, DPO and the cash conversion cycle.
- Operational data inventory builder — List systems, record types, years held and owners.
- AI readiness assessment — Ten questions, five dimensions, a score out of 100.
- All free tools · MCP resource center
By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-08
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