Tag: Healthcare

All the articles with the tag "Healthcare".

• (ATCM) New Project Foundation

  6 Jun, 2026

  A retrospective review of the Auth-to-Claim Reconciliation Engine prototype, outlining the deterministic matching foundation, exception-classification approach, and next steps toward incorporating AI agents to explain and investigate reconciliation failures.

• Auth-to-Claim Match (ATCM) Engineering Summaries

  31 May, 2026

  A healthcare modernization project evolved into a working agentic demonstration that combined deterministic reconciliation, investigative search, and AI-assisted reasoning to automate prior authorization–to–claim reconciliation while documenting the architectural decisions and learning process through an engineering build journal.