Document Intelligence & Retrieval
Your documents already know the answer.
Contracts, invoices, reports, tickets, wikis — we turn the documents your business runs on into grounded answers and automated actions, wired into the systems where work happens.
What we build
Knowledge assistants
Grounded answers from your internal documentation, with citations back to the source. Your data, not the open internet.
Document processing pipelines
Extraction, classification, and validation for invoices, contracts, and forms — feeding your existing systems, not a new silo.
Retrieval done right
Chunking, indexing, and evaluation tuned to your corpus; retrieval quality measured, not assumed.
Human-in-the-loop review
Confidence thresholds route the ambiguous cases to people, so accuracy stays auditable.
When teams come to us
- Hours lost searching internal knowledge
- Manual document entry that scales linearly with volume
- A compliance or legal team drowning in review work
How it starts
The Discovery Sprint tells you which document flow pays back first — and what your data needs before it can.
How we build it
Corpus audit
which documents, what quality, what access
Retrieval design
chunking and indexing tuned and measured on your corpus
Ship with citations
every answer traceable to its source
Feedback loop
wrong answers become improvement signal
Works well with
FAQ
Our documents are a mess — is that a blocker?
It's the first deliverable: the audit tells you what to fix and in what order.
How do we know the answers are right?
Citations to source plus measured retrieval quality. "Trust me" is not an architecture.
Does our data train someone else's model?
No. Your data stays inside your access controls; grounding is not training.