FDA AI Enforcement: Proteus Digital Health’s Backdoor Blunder
A patient monitor with a backdoor isn’t some abstract AI product question. It’s a device oversight failure, the kind of case that defines the entire…
Cardiac AI: Clinical Guardrails Drive Defensible Claims
AI is popping up everywhere in healthcare, leaving program buyers with the tough job of separating a genuine clinical claim from what’s just a shiny…
Bias Auditing: From AI Aspiration to Operational Imperative
The talk around AI in healthcare is all about revolutionizing diagnostics, personalizing treatment, and making things more efficient. For those of us on health equity…
AI Zero-Day: Proteus Digital Health’s Data Safety Blueprint
The promise of artificial intelligence in healthcare is huge, speeding up everything from drug discovery to getting diagnoses right. But the very models that give…
Cardiac AI: Who Owns Post-Market Vulnerability Risk?
The way we think about medical device vulnerabilities is doing a 180-degree turn. We’ve moved past worrying about a single piece of hardware failing on…
AI Chat & PHI: Navigating HIPAA for Cardiac AI Investors
When an AI chatbot talks to a patient about their health, the game changes the instant personal health information (PHI) gets mentioned. For the compliance…
HIPAA 3.7 & Hello Heart: De-risking Cardiac AI for Investors
HIPAA compliance is always a moving target, and if you’re running a distributed care program with AI, keeping up with the changes is foundational to…
Autonomous Coding: The Hello Heart Validation Bar
We’re all chasing the promise of autonomous AI in our revenue cycles, especially with the constant coder shortages and relentless pressure to improve financial performance.…
23andMe’s Data Readiness: A Billion-Dollar Imperative for AI Scale
The Unmoved Data Readiness Baseline Back in 2022, Innovaccer published research that put a number on what we all knew: chronic data readiness issues were…
Olive AI’s Ghost: What Epic Marketplaces Demand of Innovaccer
The hype around AI in healthcare is deafening, particularly when a major platform gives a new tool a megaphone. But for the leaders actually trying…