Free eBook from Infera

Engineering Great MedTechin the Age of AI

Why building quality in is how teams win

As AI transforms how medical devices are used, built, and trusted, the case for treating quality as a design input rather than an after-the-fact byproduct only grows stronger. This eBook makes that case, and unpacks what it looks like when quality is built in from the beginning.

Harry BlumsackNikki Batista

With Harry Blumsack, Co-founder & CEO and former VP of Engineering at a cleared medtech startup, and Nikki Batista, Head of Regulatory and former FDA reviewer

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43%

Of recall events for FDA-cleared AI-enabled devices happen within 12 months of clearance, roughly double the rate for non-AI devices.

As AI becomes part of more devices, more of these problems will surface in real-world use, after the paperwork is done. When quality is built into development, teams find them sooner, fix them faster, and keep the trust of regulators and patients. This book makes the case for why quality is how medtech teams win.

Research letter, Johns Hopkins, Yale, and Georgetown

Contents

From a founder’s story to a former FDA reviewer’s playbook

Our best current thinking on why quality and product are one and the same in medtech, and what’s finally making that possible.

Cover of Engineering Great MedTech in the Age of AI
  1. Foreword

    MedTech’s Tools Haven’t Kept Up

    What a team can build keeps expanding, and so does what it owes a regulator. The tools for proving it haven’t kept pace.

  2. Chapter 1

    The Infera Story

    Our CEO Harry on six disconnected systems, a 400-page first submission, and realizing the answers were already in the code.

  3. Chapter 2

    MedTech Is Heating Up

    Platforms, denser competition, and a rising regulatory bar are converging. The TruDi case shows what happens when they collide.

  4. Chapter 3

    Quality Was Always the Moat

    The FDA’s own data shows quality pays. From Case for Quality to the Voluntary Improvement Program, and why AI raises the cost of failure.

  5. Chapter 4

    Lessons From Software Security

    Software security escaped its end crunch by “shifting left.” MedTech got the same instruction in 1997 and now has the tools.

  6. Chapter 5

    The Reviewer’s Perspective

    Nikki Batista on her years as an FDA reviewer, building regulatory practices at WHOOP, and three beliefs about quality done right.

  7. Chapter 6

    The End of Copy-Paste Compliance

    What quality, engineering, and the whole team get back when the record keeps pace with the work.

  8. In closing

    The Tools Finally Exist

    Where regulation is headed, and what it takes to build at full speed and build safely.