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MedTech Commercialization Gap: Moving Beyond Technical Viability

MedTech Commercialization Gap: Moving Beyond Technical Viability

Large MedTech organizations and university founded startups alike often fall into the same trap. A promising innovation prototype fails to make the transition from a “working” blockbuster idea into a commercially successful product. It is frustrating. Shouldn’t demonstrating its critical clinical or technical capabilities represent the ultimate key to unlocking a product’s success? Unfortunately, this...

Go Beyond the PCCP for AI-Enabled Medical Devices

Go Beyond the PCCP for AI-Enabled Medical Devices

While the Predetermined Change Control Plan (PCCP) framework for making changes to medical devices was highly anticipated, many regulatory and medical device manufacturers have opted ‘no thanks’ given the immense upfront overhead of predicting the future of changes and how to validate the future changes after launching AI/ML devices. Instead, companies are sticking with locked algorithms and...

Why Gen AI is a Win for MedTech: And, How to Unlock its Potential with the Right Policies

Why Gen AI is a Win for MedTech: And, How to Unlock its Potential with the Right Policies

AI has rapidly become a standard tool in medical device product development, offering the potential to dramatically accelerate documentation, testing, and design activities. But without formal policies and governance, MedTech organizations face risks to intellectual property, product quality, and ultimately patient safety. Thoughtful AI governance enables development teams to capture efficiency gains while maintaining the...

AI in Regulated Medical Devices: Architecture That Delivers

AI in Regulated Medical Devices: Architecture That Delivers

While medical imaging leads the way with AI in healthcare through improved diagnostic accuracy, the rest of the industry lags behind the broader market. It is clear that AI is more than a fad, and as opportunities abound, pressure mounts to continue innovating amid relentless competition.

Design for AI in Healthcare

Design for AI in Healthcare

Artificial Intelligence has been around for a long time, decades. So why all the hype now? The confluence of cheap computing, abundant data, and consistent connectivity has provided the right ingredients for AI to become a practical reality...