Infrastructure — 2025
Multi-agent document automation
A network of specialized AI agents that automates vendor security review end to end.
The problem
Vendor security review is manual and slow — CISOs spend 10–40 hours per due-diligence questionnaire and days redlining contracts. Naive LLM calls aren’t durable: long multi-step runs crash, retry badly, and lose work.
Approach
Specialized agents — legal, security, technical, policy-writer, proof-checker — orchestrated by Temporal over the A2A protocol, with durable crash-safe runs, saga-pattern compensation, and per-activity retries. The flagship redlining pipeline fans each document into 50 parallel ranges across the reviewer agents with LangGraph.
The beautiful solution is usually the correct one.
50customers
300Mtokens / month
2,000+documents ingested