Industries
Which industries can license their data to AI?
Any established company with years of real work in its tools. Some industries fit buyers better than others; here's where demand is strongest today.
The strongest fits today: freight and 3PL, wholesale distribution, construction and engineering, accounting, finance, insurance, and office-heavy firms with many tools. Legal and healthcare can fit with careful exclusions. Weaker fits: small marketing agencies and staffing firms.
Freight, 3PL & trucking
Every load leaves a trail: the quote, the dispatch, the check calls, the exceptions, the invoice. Years of that trail show an AI how freight actually moves.
See what countsWholesale distribution
Quotes, purchase orders, backorders, substitutions, returns. Distribution runs on thousands of small decisions a week, and your ERP and inbox hold years of them.
See what countsConstruction & engineering
Estimates, bids, RFIs, submittals, change orders, punch lists. A finished job is a complete record of how a project was planned, argued over and delivered.
See what countsAccounting & CPA firms
Close checklists, review notes, workpaper flows, the back-and-forth that gets a return out the door. Your firm's process is the asset, not your clients' files.
See what countsLaw firms
Sometimes, with care. Privileged and client-confidential matter files stay out. Your firm's own operations, templates and workflow records are a different story.
See what countsHealthcare
Patient records stay out. What's left, scheduling, staffing, billing workflow, policies and internal coordination, shows how a care business actually runs.
See what countsS.01 Also in demand
Other strong fits.
Finance, PE & family offices
Deal memos, models and investor communications, with strict exclusions.
Insurance agencies
Quotes, policy servicing and claims workflow, with policyholder details removed.
Manufacturing
ERP, quality, production planning and CAD files you own.
Trades: HVAC, roofing, solar
Estimates, dispatch and change orders. Best at 20+ staff.
Office firms with 30+ desk staff
Any firm with many people working across five or more tools.
Software codebases
A private codebase with its history can be licensed on its own.
Hands-on crews
Trades, shops, kitchens and warehouses can get paid to record work for robot training.
Not listed? Take the match anyway. Requirements change, and we'll tell you if a program fits.
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