Built a clause-aware RAG system over 4M historical contracts with a human-in-the-loop review queue. Hit 96% precision on flag accuracy.
Curated 220k physician-validated examples, fine-tuned an open weights model, and shipped on-prem to meet HIPAA constraints.
Multi-agent system coordinating across weather, ports, and carrier APIs. Replaced a 14-person ops desk that's now doing strategy.
Synthetic + human-graded eval pipeline with golden datasets per content category. Now gates every release.
"They shipped in eight weeks what our internal team had been planning for eighteen months."