Document & Conversational AI
Turning documents, forms and conversations into structured data — with every extracted field traceable back to where it came from.
Document & Conversational AI
Extraction is easy. Extraction someone will sign off on is the hard part.
We build document intelligence and conversational systems for organisations where a wrong field has consequences. Every value carries a confidence score and a link back to the exact page and region it came from.
Anything below the threshold your team sets goes to a review queue rather than into the system of record.
How it works
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Ingest
Scans, PDFs, forms and email attachments, as they arrive.
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Extract
Every field with a confidence score and a link to where it came from.
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Review
Low-confidence fields go to a person, not straight into the system.
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Post
Clean, structured data delivered into your system of record.
What we do
- 01Document classification and splitting
- 02Field extraction with citations
- 03Confidence scoring and review queues
- 04Conversational assistants and search
- 05Form and correspondence processing
- 06System-of-record integration
This is for you if
- Staff re-key data from PDFs, scans or email attachments
- Approvers will not accept a value they cannot verify
- Backlogs age out before anyone reaches them
- Records are spread across formats nobody can search
What you get
- Structured data from unstructured sources
- Citation back to page and region for every field
- A human review path for anything uncertain
- Integration into the systems you already run
If a reviewer cannot see why a field was filled in that way, they will check it by hand — and you have saved nothing.