
AI Failure After Deployment
Failure After Go-Live AI does not fail at deployment. It degrades after. Most programs monitor whether systems are running, not whether outputs remain accurate or…

Failure After Go-Live AI does not fail at deployment. It degrades after. Most programs monitor whether systems are running, not whether outputs remain accurate or…

Evidence Must Exist Before Oversight If your program cannot show traceability from requirement to test evidence to release decision, cATO becomes a paperwork treadmill. Build…

Frustration Hurts Adoption When systems frustrate users, they create workarounds. Workarounds create risk. You can prevent this with workflow-first requirements, usability validation, and quality gates…

Digital Transformation Requires Balance When systems frustrate users, they create workarounds. Workarounds create risk. You can prevent this with workflow-first requirements, usability validation, and quality…

What is cATO Readiness If your program cannot show traceability from requirement to test evidence to release decision, cATO becomes a paperwork treadmill. Build the…

Lean Teams Face Pressure HITS, a DHA and VA contractor, reduces delivery risk in regulated environments by turning complex needs into testable requirements, enforces quality…

Testable Requirements & Acceptance Criteria HITS, a DHA and VA contractor, reduces delivery risk in regulated environments by turning complex needs into testable requirements, enforces…

Introduction to Delayed System Performance Healthcare technology operates in a critical environment where time matters in ensuring timely care is provided. Clinicians must rely on…

Introduction to Security Misaligning with Real-World Workflows Healthcare data requires strong cybersecurity to protect patient data from cyberattacks. However, when security controls are implemented without…

Introduction to Misaligned Systems Healthcare technology promises efficiency, accuracy, and improved patient outcomes, yet modern solutions often fall short. This is because they are built…

Introduction to Information Overload Harming Patient Safety Digital systems are often implemented to simplify healthcare, but they instead introduce huge amounts of information for clinicians…

Introduction to Poor Communication Threatening Patient Safety Poor communication in healthcare often confuse, delay care, and even real-world fatalities. This occurs because patients are not…