AI Standards and the Future of Conformity Assessment

MedTech Leading Voice | Issue 172

📝 From the Editor

This week's posts circle one demand: Show me the evidence.

AI standards, LLM governance, predicate networks, and clinical sufficiency under the MDR all point to the same expectation. Regulators are modernising how the frameworks get implemented, and the burden of proof is landing on the teams building the devices.

— Sean Smith

🧠 Featured Post

Third-Party LLMs and Your QMS

Leon Doorn broke down the quality management implications of using third-party LLMs in AI-enabled medical devices.

When a model you do not control sits inside your device, supplier control, change control, and evidence all land on your QMS at once.

Map those obligations now, not at submission. View the post >>

📌 This Week's Top Posts (In no special order)

• The role of AI standards in medical device conformity assessment, summarized by Flavio Angei.
• Georg Digel broke down best practices for building audit-ready CAPA records.
• The value of approved documentation in medical device validation was highlighted by Beat Keller.
• Leonard Eisner clarified common misconceptions surrounding EN 60601-1 harmonization under the MDR.
• The FDA’s regulatory framework for building safe, compliant medical software was outlined by Dr. Praveen De Silva.
• Leon Doorn detailed the quality management implications of using third-party LLMs in AI-enabled medical devices.
• Complaint management as a strategic driver of patient safety, quality, and compliance was underscored by Krishna P.
• Alejandro Caro explored the foundations of effective regulatory strategy for Software as a Medical Device.
• The MHRA's revised guidance on borderline medical devices in Great Britain was shared by Stefano Bolletta.
• Top premarket authorization challenges for medical device manufacturers were revealed by Dr. Ebot Eyong.
• Rudiger Mees overviewed common EUDAMED compliance gaps affecting importers of non-EU medical devices.
• Key considerations for determining sufficient clinical evidence under the EU MDR, explained by EU MDR Compliance.
• Bastian Krapinger-Ruether analyzed FDA 510(k) predicate device networks to uncover patterns in predicate relationships.

🎯 Featured Event

Pharma & MedTech Information: Why It Matters More Than Ever

Join me and Samantha Intriligator (Regeneron), Karen Mirabile (Springer Nature), and Lisa Vaccaro-Kane (Springer Nature) for a Friday In-Focus conversation on information management in life sciences.

Finding what matters, judging it, and using it well is the work.

As the volume of available information grows, so does the challenge of finding what matters most. We will get into why information strategy matters across the product lifecycle, how teams navigate an expanding body of scientific and regulatory knowledge, and how to find reliable evidence faster.

Register Now >>

🗓️ Upcoming Events & Webinars

• July 17, 2026 | 11:00 AM ET — [Pharma & MedTech Information: Why It Matters More Than Ever, featuring Samantha Intriligator (Regeneron), Karen Mirabile (Springer Nature), and Lisa Vaccaro-Kane (Springer Nature). Register Now >>
• July 24, 2026 | 11:00 AM ET — MDUFA VI: What Every MedTech Company Needs to Know Now, featuring David Fillmore (Market Pathways). Register Now >>
• July 31, 2026 | 11:00 AM ET — Designing Electronic Medical Devices That Actually Reach Production, featuring Andre DiMino (ADCO Manufacturing). Registration coming soon.

🎤 In Case You Missed It

When AI Replaces Regulatory Professionals with Marcus Emne

July 10, 2026 - When AI Replaces Regulatory Professionals: What Happens Next?, featuring Marcus Emne (Compliance Studio), drew more than 200 live.

The question we took on is a people question, not a technology one: what happens when AI starts doing the work regulatory professionals have always done?

We covered how AI is already changing regulatory work, the difference between general AI and vertical AI systems, and how to separate hype from reality.

Watch the replay >>

💥 Weekly 510(k) Roundup

July 6, 2026 | From Marcus Engineering, LLC

39 clearances this week, including 6 first-time clearances (🚀).

Featured clearances:

• Winter Innovations, Inc.— EasyWhip Family: a two-part needle for tendon repair that means fewer passes and less tissue trauma.
• Ceribell, Inc.— Ceribell Monitor: a bedside EEG headset that spots hidden seizures sooner.
• Imricor Medical Systems, Inc.— NorthStar Mapping System: cardiac ablation inside an MRI, with no radiation exposure.

Explore the update >>

📋 Regulatory Roundup

Monday, 6 July 2026 | By Martin King

Regulators are modernising implementation of the frameworks already on the books.

EU MDR WET exemptions, CTIS operational guidance, FDA digital reporting, EDQM batch release updates, and cybersecurity governance all point to changing expectations. Digital capability, lifecycle compliance, and data governance are now strategic differentiators. Teams that invest early will move faster, submit cleaner, and stay compliant longer.

[Explore the update >>

🔥 Postscript

Meet me in Prague for the TEAM-PRRC Annual Summit

October 29-30, 2026 at the Hilton Old Town, the key European event for PRRCs and regulatory affairs professionals. Register Now >>

Sean 🐝