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…
Archive - Technology Management
Results: 86
Read Article
Release Evidence That Holds Up To Oversight
Read ArticleEvidence Must Exist Before Oversight If your program cannot show traceability from requirement to test evidence to release decision, cATO becomes a paperwork treadmill. Build…
Why Adoption Fails In Health IT & How To Prevent It Early
Read ArticleFrustration 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…
Beneficiary-First Does Not Mean Clinician-Last. Design Can Do Both
Read ArticleDigital 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…
cATO Readiness Starts Before Security Reviews: Here Is How
Read ArticleWhat is cATO Readiness If your program cannot show traceability from requirement to test evidence to release decision, cATO becomes a paperwork treadmill. Build the…
Release Confidence On Lean Teams: What Works
Read ArticleLean Teams Face Pressure HITS, a DHA and VA contractor, reduces delivery risk in regulated environments by turning complex needs into testable requirements, enforces quality…
Fastest Way To Ship Faster: Testable Requirements & Acceptance Criteria
Read ArticleTestable Requirements & Acceptance Criteria HITS, a DHA and VA contractor, reduces delivery risk in regulated environments by turning complex needs into testable requirements, enforces…
Delayed System Performance Harms Patients
Read ArticleIntroduction to Delayed System Performance Healthcare technology operates in a critical environment where time matters in ensuring timely care is provided. Clinicians must rely on…
HITS Balances Security with Usability
Read ArticleIntroduction 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…
Misaligned Systems Create Patient Risk
Read ArticleIntroduction to Misaligned Systems Healthcare technology promises efficiency, accuracy, and improved patient outcomes, yet modern solutions often fall short. This is because they are built…
Information Overload Harms Patient Safety
Read ArticleIntroduction to Information Overload Harming Patient Safety Digital systems are often implemented to simplify healthcare, but they instead introduce huge amounts of information for clinicians…
Poor Communication Threatens Patient Safety
Read ArticleIntroduction 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…
