Your documents,read the waythey actually arrive.
Regulated intake is scans, photographs, and emails, not clean JSON. We read documents as they actually arrive, extract every field with a confidence score, flag blanks instead of inventing them, and write back through your platform's own API.
What we installat this layer.
Scans read as images
Instructions arrive as scanned PDFs and photographs. They're read as images, the way a person would read them.
Per-field confidence
Every extracted field carries a confidence score. The empty one is flagged for a person, never filled in.
Harmonization
Ingestion across sources that were never meant to join, built on a patent in data ingestion and harmonization.
Write-back through your API
Committed through the incumbent platform's own API, with retries designed around its nightly downtime.
“It doesn't guess.”
Why it holds
~60 cases a day, 15 minutes down to 2.
A regional insurer's claims intake runs on this layer in production: scanned instructions to structured case files, measured on their own samples.
Book a discovery call.Leave with a plan you can act on.
Start with your people or with the work. One job at a time, on probation, measured in hours and money. Everything we build stays yours.