Industries

Settings where a model and a record both matter.

We do not claim a specialty in every sector. These are the places we know how to be useful, because the product needs judgment and a history more than one party can edit.

Digital asset markets

Venues and desks that already move tokens, and need software around matching, reviews, and the record of what settled.

Where AI fits

Queue ranking, alert grouping, and draft notes for a reviewer. The model does not approve a transfer by itself.

Where the ledger fits

Settlement state, role changes, and a console for pauses. We integrate with the network you already settle on.

Treasury and payments

Teams that prepare payments all day and need a faster draft without giving a model the right to send funds.

Where AI fits

A copilot that prepares a payment proposal from invoices and policy, and explains which rule it used.

Where the ledger fits

Multisignature approval and a stored proposal hash, so finance can show what was requested and who signed.

Supply chain provenance

Operators who receive documents from many parties and need a shared timeline that is hard to quietly rewrite.

Where AI fits

Extraction from bills, certificates, and photos, with a confidence score and a field-level review.

Where the ledger fits

Hashed events that each party can verify, while the raw documents stay in your own store.

Knowledge work

Research, legal, and operations groups sitting on private material that is painful to search and risky to paste into a public tool.

Where AI fits

Search and drafting that cites the source passage. If the citation is missing, the draft does not go out.

Where the ledger fits

Optional anchors for published answers, so a later audit can show which source set was live that day.

Member organizations

Associations, cooperatives, and funds whose members need to see the same rules and the same vote history.

Where AI fits

Draft minutes, membership questions, and summaries. A clerk still publishes the official version.

Where the ledger fits

Membership changes, proposals, and votes recorded so a member can check them without asking the office.

A different setting?

If the job is a measured model, a shared record, or both, write anyway. We will say quickly if we are the wrong studio.

Describe the setting