eazyware
Use case

Document intelligence for contracts and PDFs

Extract, classify, and summarize thousands of documents with structured output.

Overview

Pipeline for ingesting contracts, invoices, reports — extracting structured fields, flagging anomalies, summarizing key clauses. Handles complex layouts (tables, signatures, multi-column) and outputs validated JSON downstream systems can consume.

Key questions we answer during scoping
  • How do we handle poor-quality scans and handwritten notes?
  • What's the accuracy bar for each field (vs. human review)?
  • How do we avoid hallucinated values in structured output?
  • How do we verify regulatory fields (dates, parties, amounts)?
Reference timeline
8–10 weeks
Investment
$80k–160k
Best for
  • 1000+ docs/month
  • Heavy manual review workload
  • Regulatory or legal docs
Typical outcomes

What shipping this looks like.

94%
field accuracy
10×
processing speed
-65%
manual review time
Reference stack

The typical tools for this use case.

Every engagement picks the right tool for your context — these are defaults, not prescriptions.

Unstructured.ioClaude 3.5 SonnetPydantic validationAWS TextractTemporal
/ Next step

Thinking about document intelligence for contracts and pdfs?

Book a 30-minute scoping call. We'll tell you what shipping this looks like for your context.

~4h
avg response
Q2 '26
next slot
100%
NDA on request