healthcare revenue cycle management

How to Build a Safe, Autonomous Prior Authorization Agent for Healthcare Revenue Cycle Management with Human-in-the-Loop Controls

By Asif Razzaq
January 16, 2026

def _now_iso() -> str: return datetime.utcnow().replace(microsecond=0).isoformat() + "Z" def _stable_id(prefix: str, seed: str) -> str: h = hashlib.sha256(seed.encode("utf-8")).hexdigest()[:10] return f"{prefix}_{h}" class MockEHR: def __init__(self):…