AI Automation & Agents
Document extraction pipeline for 20k PDFs/month
An AI extraction pipeline that turns thousands of unstructured deal documents into clean, structured data automatically.
- Client
- Vertex Capital
- Industry
- Financial Services
- Timeline
- 8 weeks
- Services
- Data Extraction, LLM Integration, APIs
The challenge
Vertex analysts manually keyed data from thousands of PDF deal documents each month — slow, expensive, and error-prone work that delayed decisions.
What we built
We built an extraction pipeline that ingests documents, pulls structured fields with an LLM, validates them against business rules, and flags low-confidence items for quick human review before syncing to their data warehouse.
docs/month automated
fields auto-extracted
faster deal turnaround
The results
- 20,000+ documents processed per month with minimal human effort
- Analysts freed from manual keying to focus on actual analysis
- Confidence scoring keeps a human in the loop only where it counts
Let's build something boringly reliable.What's slowing you down? We'll tell you straight.
Reach out
Tell us about your project.
Whether you're automating a workflow or building something new, tell us what you need. We'll tell you honestly whether and how we can help.
We reply within a day
A real person reads your message and responds within one business day — no automated runaround.
A short discovery call
We dig into your goals and constraints to see if we're a good fit. No commitment, no hard sell.
A clear plan & quote
You get a concrete proposal with scoped milestones and predictable pricing — not a vague estimate.
Prefer email?
alee@boringorca.com