#462: Implementing an eQMS: The Ultimate Move-In Guide for MedTech Leaders

Global Medical Device Podcast · 29 Jun 2026 · 38m · Episode 462

AI in practice: 2 real uses of AI described

What this episode covers

Michaela Kivett, a medical device consultant at Greenlight Guru, explains the strategic implementation of an electronic Quality Management System (eQMS) using a 'moving house' analogy to warn against simply migrating messy legacy data. She details the operational friction of paper-based or generic repository systems like SharePoint, highlighting issues with version control, physical signatures, and tracking personnel across large facilities. The conversation emphasizes leveraging AI to scan documents for ISO 13485 compliance gaps and automating workflow updates to mitigate the efficiency dip during transition. Kivett argues that successful adoption requires a culture of quality and a structured, room-by-room self-evaluation of procedures rather than just installing new software.

AI in practice

Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.

Running the company

AI scans documents to find potential deficiencies against ISO 13485 standards, enabling a self-audit of documentation and identifying problem areas.

“there's there's plenty you can do with AI to help you scan through your documents and find potential deficiencies with ISO 1345. That's an, that's an easy way to, to do a self-audit of your documentation, have it spit back some problem areas for you.”

Speaker 1 · Hear it at 27:55

Running the company

AI reads through titles of records in a single folder to suggest logical categories for organization, such as grouping 1,000 documents into three distinct sets.

“Even then you could just simply pull an ISO 1345 audit prep, table, and and kickstart your review that way, you absolutely don't have to start from scratch. So AI is a great tool. And even just having it, you know, suggest categories of documents. If you have all of your records in one single folder. If you have a 1000 of it can read through the title and say, okay, these are the 3 groups you need to create.”

Speaker 1 · Hear it at 27:55

Most relevant to

early-stage companies and companies scaling up

Topics

Mentioned

Companies
Greenlight Guru
Tools
SharePoint, Google Drive
Also
ISO 13485, ISO 14971, ISO 62366

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