Healthcare platforms span critical workflows such as patient registration, appointment scheduling, clinical data exchange, billing, and insurance claims. Every step often involves multiple backend services and third-party systems, and failures can directly impact patient safety, compliance, and operational efficiency.

Traditional testing approaches rely on manual scripts, fragmented tools, and isolated endpoint checks. As clinical APIs become more interconnected and real-world edge cases

multiply, teams struggle to cover all scenarios, validate data integrity, and ensure workflows behave correctly end to end.