Hardware Podcasts

#454: Bridging the Gap: Avoiding the MedTech Valley of Death with Dr. Adam Saltman

Global Medical Device Podcast · 6 Apr 2026 · 39m · Episode 454

AI in practice: 2 real uses of AI described

What this episode covers

Dr. Adam Saltman, Chief Medical Officer at NAMSA, explains why medical device startups fail in the 'valley of death' by building technology without validating unmet clinical needs, often getting stuck in a 'tech echo chamber.' He warns against the '510(k) trap,' where choosing the fastest regulatory pathway leads to commodity pricing and reimbursement hurdles because the device lacks distinct clinical evidence. Saltman also discusses the risks of 'automation bias' in AI, citing an X-ray failure where algorithms predicted mortality based on patient location rather than clinical data, emphasizing that AI must be treated as an assistant, not a replacement.

AI in practice

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

Engineering & simulation

The speaker uses AI to draft an FDA breakthrough designation application by uploading guidance documents and technical files, then iteratively corrects the output to ensure accuracy before client submission.

“I'll pull the guidance document from FDA. I'll pull their technical files. I'll put it into my AI. I'll say, please draft an application. The application comes back to me. Of course, I read it. … I go back to the AI and I said, wait a minute, this part's wrong.”

Dr. Adam Saltman · Hear it at 17:57

Running the company

The speaker uses AI to summarize FDA guidance documents by uploading them to the tool, allowing for quick summaries despite the process remaining largely manual.

“I'm using a little bit of AI help in the sense that I can very quickly either point the AI to the website, they can look at it or I just download it and then upload it to the AI and say, give me a summary.”

Dr. Adam Saltman · Hear it at 9:49

Most relevant to

early-stage companies

Topics

Mentioned

Companies
NAMSA, FDA, Greenlight Guru, LSI, CMS
Tools
Zotero
Also
Claude, Medtech Innovator

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