
Inbox to Action
A Labs demo of the Workflow Agent pattern: messy customer emails in, structured data out, and a human approval queue in the middle that you can drive yourself.
- Next.js
- TypeScript
- Python
- PostgreSQL
The audit fee comes off your buildHow it works
We watch how the work is done by hand, then build the system that does it.
Ingest, extract, decide, draft, act — with a real approval queue where a person reviews every action before it leaves the building. Autonomy is a dial you turn up when the numbers earn it.

Sound familiar?
“A person spends fifteen hours a week reading things, deciding, and typing the result somewhere else.”

The engagement
Weeks 1–2
We record the human doing the work and write down the decision rules, including every “well, it depends”.
Weeks 2–5
Ingestion, extraction, decision layer, drafted action — built against your real inputs.
Weeks 4–6
The interface your operator lives in. Every edit they make becomes training signal.
Weeks 6–8
Writes into your systems, full audit trail, metrics, and the handover runbook.
Flagship

A Labs demo of the Workflow Agent pattern: messy customer emails in, structured data out, and a human approval queue in the middle that you can drive yourself.
Six questions, two minutes. We read every submission ourselves and reply within two business days.