From AI experiment to production software.
Prototypes are easy. What's hard is the version that runs every day against messy data, inside your permissions model, with someone accountable when it's wrong. That's the part we engineer.
Document intelligence, end to end.
6–10 weeks to first production run
Extraction accuracy per field, not overall
Low confidence routes to a person, always
The pipeline, the evals and the prompts, in your repo
Each one starts as a business complaint, not a technology choice.
Invoice & PO processing
Twelve supplier formats, one structured output, line items, totals and PO matches extracted straight into the ERP queue.
Internal knowledge answers
A grounded answer over policy documents and past tickets, with the source passage attached so it can be checked.
Screening & scheduling agent
Screens applications against the role, proposes panel slots and routes anything uncertain to a recruiter.
Quote & margin review
Flags quotes drifting outside historical margin before they are approved, not after.
Back-office workflow automation
Turns an email-driven approval chain into a tracked workflow with an audit trail.
Two-week AI opportunity review
We map your workflows against the four verbs and tell you honestly where AI pays and where it doesn't.
Request a review →Bring us the workflow that annoys you most.
We'll tell you whether AI is the right instrument, including when the honest answer is a better form and a database.