Can you license your support tickets to AI labs?

Answer at a glance

Yes, you can license your customer support tickets to AI labs. You must own the data, be able to de-identify it, and have at least twenty employees in your organization.

Why labs need support tickets and other operational data

AI labs train models that need to see how real businesses solve problems. A support ticket captures the full conversation, the reasoning steps, the decision points, and the final outcome. That end-to-end view helps labs build language models that can draft replies, create reinforcement-learning environments, and design tools that handle future tickets automatically.

Labs also look for other operational data that shows real work in action. Typical examples include chat threads where a decision was reached, CRM and sales activity logs, standard operating procedures and internal documentation, knowledge-base articles, project histories, accounting exports, incident logs with root-cause analysis, quality-assurance records, service-level-agreement compliance reports, and inventory-management change logs. A plain email archive without surrounding workflow generally lacks the context labs need.

What drives the price of a licensing deal

Several elements influence how much a buyer will offer. The amount of data and the length of continuous history on the same tools are primary factors; more tickets over many years usually raise the potential price. A niche industry that few labs have seen can command a premium, as can data that clearly shows the reasoning steps taken to resolve an issue. Clean ownership and an easy path to remove personal data reduce risk and increase the offer. Geographic coverage, regulatory environment, data freshness, existing annotation, and the presence of visual content such as screenshots or logs also affect valuation. Companies that generate larger volumes of data often see higher offers, but there is no upper limit on company size.

How the licensing process works

First you answer a few basic questions on our site; no data leaves your environment at this stage. We turn your answers into a one-page summary and share it with several AI labs. Those labs return their best offers and any conditions, which we bring back to you for review. You select a quote, discuss the terms, and agree on a license. No contract is signed and no data moves until you give the green light.

When you approve a deal, the data is securely exported and de-identified as agreed in the contract. De-identification strips all personally identifiable information and any confidential markings you specify, replacing names with stable pseudonyms such as "employee 632." Automated tools handle the bulk of the work, and trained human reviewers check the result. You receive a small de-identified sample to confirm it meets your expectations. Once you accept the sample, the buyer pays a finder's fee and we receive an advisory fee, both only after the deal closes.

All licenses are for a limited period. Most buyers ask for twenty-four months of exclusivity; a shorter term is possible at a lower price. You keep ownership of the data and continue using it internally.

Practical considerations and legal safeguards

Before any data leaves your environment we verify three things: you own the dataset, your customer contracts allow de-identified use, and all personal data can be removed. Each license is reviewed by counsel to ensure compliance with privacy laws and contractual obligations.

You should assess whether you have a stable, multi-year record of support tickets on a single platform, because the longer the uninterrupted history, the more attractive the dataset. You also need strong privacy controls that let you flag confidential items to be replaced with pseudonyms. Licensing does not interfere with day-to-day operations; the raw files stay under your control and you can continue to use them as before.

If these points align with your situation, the next step is simple. Click the button below to run the fit check and see whether your tickets are a good match for AI labs.