How we think about AI-assisted coding, evidence-first workflows, and enterprise trust.
In regulated workflows, the output isn’t only “the code” — it’s the evidence and rationale that make the code defensible. Evidence highlights + review notes + immutable audit trails are how AI becomes enterprise-ready.
Upload a chart and get suggested codes, each with the source evidence behind it, ready for coders to accept, edit or reject. What matters is that the “why” behind every code stays with it all the way to the reviewed code set.
The best AI products make human verification faster, not optional. Teams need visibility into evidence, easy accept/edit/reject workflows, and audit-ready outputs.
Enterprise buyers evaluate how you log events, handle incidents, manage subprocessors, and support contractual PHI protections. Your Trust Center is part of the product.
30: PDF ingestion + review queues. 60: audit exports + reporting. 90: pipeline integrations and role-based workflows tailored to your org.