Case Study
How our automations actually work — from the inside.
Real systems we've built, documented end to end. Architecture, controls, results — including the ones that didn't pass.
Case study
01
Market Intelligence Crew
8-agent CrewAI system for market intelligence — and why its most important output was “no”.
- crewai
- lightgbm
- multi-agent
02
AutoClaim
Operations layer for vehicle insurance claims — 5 stages, 7 specialist agents, and one rule: every unclear case goes back to a human.
- operations-ai
- hitl
- insurance
03
Fershteyn Law
AI visibility for a Brooklyn estate planning firm — citation rate across Gemini, Perplexity, and ChatGPT went from 16.1% to 62% in 8 weeks (3.9× lift).
- aio-geo
- schema-markup
- legal