We build AI systems for documents that don't crash, don't hallucinate, and always show evidence — and your team can own them.
~97%
Retrieval accuracy on curated evaluation set
~1M pages/h
OCR throughput on scalable pipeline
$0.04
Per 1,000 pages — measured unit cost
Weeks → 25 min
Complex report workflow in regulated environment
~3 months
First production version delivered
Metrics measured under defined conditions. Results vary by dataset, infrastructure, and compliance constraints. Achieved in prior regulated environment roles.
Selected results from regulated environments. No logos — just measured outcomes.
From weeks of manual work to 25 minutes. Automated.
Built a production document intelligence platform for a major regulated financial institution. The system processes complex business combination reports that previously required weeks of work by multiple specialists. First production version in 3 months.
Report generation: weeks → ~20–25 minutes
Million-page OCR at predictable unit cost.
Engineered an OCR pipeline designed to process massive document volumes with strict unit-cost discipline. Built with auto-scaling, monitoring, and cost alerting.
~1M pages/h, $0.04/1k pages
New accounting standard? Ship it in weeks, not months. Zero code.
Designed a parameterizable document intelligence system where new product variants are configured via JSON templates. Business teams launch new products without engineering changes.
New variants via JSON config, zero code changes
We engineer the system around the model — workflow, permissions, evals, audit trail, and unit economics — so it works in reality.
No sales pitch. Tell me about your document workflow and I'll tell you honestly if I can help.