What Is AI Training Data? A Plain-English Guide for Business Owners
By Andrew Smart, founder of MON$TER · About
AI training data is the material a model learns from: text, images, audio, video, and structured records like transactions, schedules or logs. The model studies millions of examples so it can predict, write, see or decide.
Most of the open web has already been used. What AI companies still need is real, current activity from real businesses, the kind that never gets published. Think dispatch logs, service tickets, product catalogs and call transcripts, always anonymized with no personal information.
- Public data: free, mostly used up, and legally contested.
- Licensed business data: permissioned, anonymized and current. This is what buyers pay for.
- Synthetic data: generated by AI. It's useful, but it still needs real data to stay grounded.
If your company produces records every day, you may be sitting on training data. Start with what AI companies actually want, then see what your data could be worth or get a free assessment.