Built. Measured.
Reproducible on request.
We are a new firm: no client logos to show yet. What we have are production-grade reference systems, measured on test corpora — and the market data on why most AI builds never ship.
The market we build against
95%
of enterprise AI pilots reach no P&L impact
MIT, 2025
2×
deployment rate for externally-partnered builds
MIT, 2025
40%
of agentic projects at cancellation risk by 2027
Gartner
The reference builds
Document Intelligence Core
Cost per document processed
AP teams re-key invoices by hand and reconcile in spreadsheets.
Built as a production-grade reference system.
Invoices read and matched line-by-line; only the exceptions reach a person.
Reproducible on request.
System Glue
Re-keying hours eliminated · error rate
Orders live in an ERP, a spreadsheet, and an inbox, reconciled by hand at month-end.
Built as a production-grade reference system.
Disconnected systems reconciled into one live layer — continuously, not at month-end.
Reproducible on request.
Front-Office Resolution Agent
First-response time · % auto-resolved
First-line inbound buries the team; status questions never end.
Built as a production-grade reference system.
Routine inbound resolved automatically; the rest handed to a person with the full thread.
Reproducible on request.
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