Autonomous agent demos get millions of views running on benchmarks in sandboxes.
This team shipped 7 production agents handling live healthcare claims under HIPAA, built in 4 months with zero patient data exposed to any model.
They route calls across two model providers and swapping one for the other changes nothing in the output.
The team spent more engineering hours building enrichment pipelines and eval harnesses than integrating the model.
Follow @mardehaym for breakdowns of AI in production.
A PE-backed healthcare billing platform had two people hand-writing every rule in their claims system. 300+ denial codes, payer variations that change three tim...