Answers pulled straight from your documents
We built Veridex a document-intelligence engine that turns piles of messy files into structured, cited answers — so teams stop searching and start trusting.
- Client
- Veridex
- Timeline
- 15 weeks
- Our role
- AI engineering, RAG, product
- Platforms
- Web app, API, Integrations
Overview
The answer exists — buried in ten thousand files
Veridex's users had the information they needed, somewhere, across contracts, PDFs, and scanned pages. Finding it meant hours of manual search, and generic AI tools answered confidently but without proof.
Highlights
- Retrieval over messy, mixed-format document sets
- Every answer cited back to the exact source passage
- Structured extraction from unstructured files
- Evals that keep answers honest as content grows
Impact
94%
Answer accuracy
-85%
Time to find an answer
100%
Answers with citations
1M+
Documents indexed
The challenge
In document intelligence, an uncited answer is worthless — teams need to verify it. The system had to handle messy formats, scale to millions of files, and prove every claim it made.
Our approach
We built a retrieval pipeline with layout-aware parsing, grounded every answer in cited passages, added structured extraction, and tied an eval suite to real user questions.
The outcome
Veridex users get accurate, cited answers in seconds instead of hours — and because every claim links to its source, they can trust the system enough to act on it.
What we built
The pieces that made it work
Document RAG
Retrieval over mixed formats, including scanned files.
Citations
Every answer links to the exact passage it came from.
Extraction
Structured fields pulled from unstructured documents.
Eval suite
Continuous scoring keeps accuracy from drifting.
Integrations
Connect existing document stores in minutes.
Access control
Answers respect who's allowed to see what.
Under the hood
“The citations are what sold our team. It's not a black box — we can check every answer in one click.”
Have a build like this in mind?
Tell us what you're building — within one business day you'll have a suggested scope, a timeline, and a ballpark.