If you run a logistics company or a supply chain team, the shipment, warehouse and purchasing records you've built up over the years are work AI labs want their models to learn from. Buyers tell us logistics is on the list of industries they'll pay a premium for. Read on to find out why, what in your company you can license, what has to stay out, and how the process runs.
Why AI labs want logistics work
Buyers pay a premium for full company datasets from industries built on high-value knowledge work, and logistics is one of the industries they name. Moving freight is a long run of decisions. Someone picks the carrier, plans the route, and works out what to do when a shipment runs late. Almost none of that is on the public internet, and your company holds years of it with the result of every decision on record.
Our guide to who buys company data for AI training covers the four kinds of buyer and how you reach them.
What GDPval shows about logistics work
OpenAI's GDPval benchmark, published in September 2025, shows which jobs labs measure their models against. It tests AI models on real tasks from 44 occupations across the nine sectors that each contribute more than 5 percent of US GDP. Logistics jobs appear in two of the nine. Manufacturing includes buyers and purchasing agents and shipping, receiving, and inventory clerks, and wholesale trade includes order clerks.
OpenAI built each task from the work product of a working professional. Those professionals average 14 years of experience, and a task takes an expert about seven hours to complete. OpenAI also reports that models perform better when they get more context about a task, and your shipment and order records hold that kind of context for real work.
Work that can be checked is the easiest to license
Buyers tell us that the more objectively a piece of work can be checked, the more readily they license it. Logistics work is checked every day. A shipment arrives on time or it's late. An inventory count matches the system or it doesn't. An order ships complete or it ships short.
That matches what buyers pay for in every industry. Records that show an outcome are worth more than records that don't, and logistics records carry their outcomes with them. Our guide to how much your company's data is worth to AI labs covers the six factors behind the price.
What a logistics company can license
| What you hold | What it shows | What has to come out first |
|---|---|---|
| Shipment and tracking records | How freight moves, and whether it arrived on time | Records your customers own, and recipient names and addresses |
| Routing and dispatch decisions | How your team picks a carrier and a route, and what it changes when plans slip | Driver names and personal details |
| Warehouse and inventory records | What came in, what went out, and whether the count matched | Customer product details covered by a confidentiality agreement |
| Purchase orders and supplier records | How your buyers pick a supplier, and how the order turned out | Supplier pricing covered by a confidentiality agreement |
| Delay, damage and claims records | What went wrong, and how your team fixed it | Claimant names and personal details |
| Operations email and chat | The reasoning between the records | Personal details, and anything unrelated to the work |
The value is highest where these connect. A purchase order linked to the shipment that filled it, the delay that hit it, and the emails that fixed it is a complete record of how your company solves a problem. Our guides to how financial firms can license their data to AI labs and how engineering firms can license their data to AI labs cover two more industries on the buyers' list.
What has to stay out
You decide the exclusions before anything is exported:
- Records your customers own. If your contract with a shipper limits how you use their shipment data, check it before you include those records.
- Carrier and supplier rates you agreed to keep confidential.
- Anything else you received under a confidentiality agreement.
- Current pricing and customer lists you want to protect. Many companies start with completed shipments and closed accounts.
- Names, addresses and personal details of recipients, drivers and staff, which are replaced with pseudonyms to a documented standard.
- Credentials and access details.
This isn't legal advice, and your counsel should review the scope before anything is exported. If most of your work is done for customers, our guide to what agencies and consultancies can license to AI labs covers what you own and what your clients own.
What it's worth
Typical full-company licensing deals start at six figures, and buyers pay a premium above that for industries like logistics. There's no rate card, and a real number takes a scoping call. One public reference point is Spirit Airlines, whose operating records drew bids of 10 million and 12.5 million dollars in bankruptcy court. Our breakdown of the Spirit Airlines data deal covers what was in it.
How the process runs
Licensing through us runs in four stages:
- Scope. You take the assessment, we hold a short scoping call, and you decide what's in and what's out.
- Agree. You review and sign standard terms covering your license and your earnings.
- Package. You export the records with our guidance, and we replace names and personal details with pseudonyms, document what's included in a manifest, and get it ready for buyers.
- Get paid. Buyers evaluate the data without knowing whose it is, and you're paid on every sale.
You keep ownership the whole way through, and your company is never named publicly. Our guide to how long it takes to license your company's data covers the timeline and what buyers check, and our owner's guide to licensing company data for AI covers the full process.
Where to start
The quickest way to find out what your company's records could license for is to take our free data value assessment (ten questions about your systems, history and industry, about five minutes). You get an estimate, and a scoping call after that gets you a real number.
Where Troveo fits
Troveo is a data licensing marketplace. We work with more than 40 active buyers and we've paid rights holders more than 20 million dollars. You sign one license, you decide what's in and what's out, we handle the packaging and every buyer conversation, and you're paid on every sale with no fees and no deductions. Start with the data value assessment, read our business data page for how the process works, or talk to us about what your company holds.