Invoices, contracts, reports, forms — unstructured documents go in, clean structured data comes out. Here's how we actually build the agent system that does it.
Each agent has one role and a clear handoff. No giant prompts trying to do everything — small, testable units that an orchestrator coordinates.
Validates format, deduplicates, classifies document type.
Pulls every field into a strict schema and confidence-scores each value.
Cross-checks fields against business rules. Flags anomalies before a human sees them.
Auto-approves, rejects, or routes to the right human based on your rules.
Posts data to the destination and archives the original with the correct naming.
Coordinates handoffs, retries on failure, logs every action for full auditability.
ACME Corp emails an invoice. Nobody opens the email. By 09:14:42 it's reconciled, filed, and waiting on Sarah's approval. Here's the trace.
Most builds take 4–8 weeks. The faster you can give us these, the faster we ship. We sign an NDA before any of this changes hands.
Book a free 30-minute scoping call. We'll look at your samples and give you an honest read on what's automatable, what isn't, and what it'd cost.