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

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

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): self.orders_queue: List[SurgeryOrder] = [] self.patient_docs: Dict[str, List[ClinicalDocument]] = {} def seed_data(self, […]