Data licensing for professional work

Your operating history is an asset.
License it on your terms.

AI teams are building systems that do real professional work. The record of how your firm actually does that work — reconciliations, escalations, approvals and their outcomes — can be licensed in a scoped, permissioned way, without handing over ownership or exposing the people you serve.

Two minutes, no uploads. An estimate is not an offer.

01 · Scope

You decide exactly what is in scope

Pick the systems, record types and date range. Connections are read-only, and anything outside the scope you approve is never collected.

02 · Rights

Rights are reviewed by people

Owning a file is not the same as being free to license it. Each slice is assessed for ownership, client and third-party rights, and a human reviewer signs off. Anything unclear stays out.

03 · Privacy

De-identified before any buyer looks

Names, identifiers and secrets are removed or pseudonymised in a quarantined environment. Buyers evaluate watermarked, time-limited samples before any licence.

What buyers value

Not documents. The work.

The most useful records show a task from start to finish: what came in, what was checked, what was decided, and how it turned out. That sequence is what teaches a system to do the job — and it is what most firms already keep, scattered across the tools they use every day.

What qualifies →
workflow month_end_reconciliation
step 1 bank feed imported · 214 lines
step 2 9 unmatched → investigated
step 3 reviewer decision: reclassify 2, accrue 1
step 4 adjustments approved · evidence linked
outcome balanced · closed day 4
illustrative · de-identified
For businesses

A new line of revenue from records you already keep

Licences are non-exclusive by default and you keep ownership. You approve the scope, the terms and every buyer-facing summary before anything is offered, and you can revoke access to a connection at any time.

For businesses
For AI teams

Rights-cleared, outcome-linked workflow data

Every dataset comes with a Dataset Card stating its provenance, rights status, de-identification and permitted uses, plus a buyer-specific evaluation sample. Tell us the capability you are building and we will source to the specification.

For AI teams