# AI Experts Network: Innovation Labs Series

and

AI Expert Network

August 4, 2023

[AI](https://www.ketryx.com/learn/blog?tag=generative-ai)

## Table of Contents

[Section link](https://www.ketryx.com/blog/ai-experts-network-innovation-labs-series#)

[_This article originally appeared in AI Expert Network on August 4, 2023._](https://healthcareproducts.org/ai/aiexpertsnetwork/)

Whether you are an AI Expert or not, you can still view the recorded focus session portion from the meetings.

**March 31, 2023**

Featuring Erez Kaminski, Owner & CEO, Ketryx

An inherent part of building data-driven software is the constant need for change, but existing lifecycle management tools and processes for medical systems create significant resistance to change management. These less flexible operations stand in contrast to the tech industry, where change management is a sought-after, routine process.

This talk will cover the best practices for building cloud-based, AI-driven medical software and the challenges of building at scale: the lack of software tooling, high attrition rates, and the difficulties of executing in a regulated, ever-changing environment. Along with best practices, real-world case studies of building validated software will be used to illustrate how to move fast, and break nothing.

[**Watch Video**](https://www.youtube.com/watch?v=eSf0Xd-_F2s)

[**Download Presentation**](https://healthcareproducts.org/wp-content/uploads/2023/04/AI-Expert-Network-Talk-PDF.pdf)

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[Read the full article](https://healthcareproducts.org/ai/aiexpertsnetwork/)

### Interview transcript

### Explore Our Top Blog Posts

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Traceability\\
**Why Change Impact Assessment Is the Hidden Bottleneck in Medical Device Development**\\
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Megan Mannino\\
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and \\
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February 19, 2026](https://www.ketryx.com/blog/change-impact-assessment-bottleneck)

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News video\\
**Watch how Ketryx applies AI to automate compliance in regulated software**\\
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CIO\\
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and \\
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CIO\\
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•  \\
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February 11, 2026](https://www.ketryx.com/blog/watch-how-ketryx-applies-ai-to-automate-compliance-in-regulated-software)

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In the News\\
**Use of AI in imaging paves the way for other medical devices**\\
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Ketryx\\
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and \\
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Boston Business Journal\\
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•  \\
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July 31, 2025](https://www.ketryx.com/blog/use-of-ai-in-imaging-paves-the-way-for-other-medical-devices)