fromInfoWorld
2 weeks agoDesigning AI-ready architectures in compliance-heavy environments
Regulatory frameworks such as HIPAA, GxP, GDPR and 21 CFR Part 11 are not optional; they are the guardrails that protect sensitive health data, ensure scientific integrity and maintain public trust in healthcare systems. Yet, I repeatedly observed that while these frameworks provided critical safeguards, they often slowed the momentum of digital transformation initiatives, particularly those involving artificial intelligence. Early AI projects faltered not because the models lacked accuracy or relevance, but because the underlying data architectures were not designed to satisfy regulators from the outset.
Healthcare