Service
Document & vision AI
Read emails, PDFs, photos, sketches and video, extract the fields your systems need, flag what is missing and stop at a human approval gate before anything is written back.
The problem
Why teams come to us
Orders, claims and documents arrive unstructured, and a person re-keys each one into the system of record. Every missing detail adds days, and every manual check is a chance for an inconsistent label.
What we deliver
What you get
Extraction with calibrated confidence
Each field carries a confidence score, and any field that cannot be traced to the source is treated as a failure, not a guess.
Vision-language verification
Photo and video quality checks, content confirmation, VIN and label decoding, and discrepancy flags against your records.
Classification and search
Zero-shot classification from category descriptions alone, plus semantic search across the whole corpus.
Write-back with approval
Drafts land in your ERP or case system behind a human approval gate, with the missing details already asked for.
In practice
4 engagements where we built this
Manufacturing — made-to-order fine jewelry
AI-powered vision-enabled agentic solution for ERP order intake automation
Financial services — insurance
Photo and video verification for insurance
Financial services — security operations
RAG document classification for security operations
Enterprise technology — support and field engineering
Knowledge-graph RAG for technical documentation
Have a workflow in mind?
Tell us about the workflow and the number you want to move. We will reply with how we would scope the first few weeks.