AI document extraction for legal ops
Legal tech startup
Drag the handle or use arrow keys to compare wireframe vs shipped UI.
The challenge
Their team spent 4+ hours per contract manually extracting key clauses. They needed structured data from PDFs without building an entire ML pipeline.
The solution
We integrated a streaming document parser with guardrails: chunked uploads, schema-validated JSON output, cost caps per document, and a review UI where humans could correct extractions before export.
“The AI feature actually fits our workflow. Not a chatbot bolted on the side. Our ops team uses it daily.”
Outcome
−72%
Processing time, Per contract, vs. manual review
All results
- Processing time−72%
Per contract, vs. manual review
- Accuracy94%
On structured fields after tuning
- Cost per doc$0.08
Average inference cost
Stack
- Vercel AI SDK
- OpenAI
- Next.js
- Zod
- Postgres
Want similar results?
Fixed scope, fixed price. We’ll say honestly if we’re a fit.