From Data to Decisions: Powering Growth in MedTech

Med Tech Gurus47mApril 1, 2026

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AI-Generated Summary

In this episode of MedTech Gurus, host Tom Hickey welcomes Mike Monavoukas, CEO and co-founder of AcuityMD, to discuss how AI-powered data platforms are transforming medical device commercialization. Monavoukas shares his journey from a failed medtech startup to building AcuityMD, a platform that uses a specialized ontology and AI to help innovators identify the right physicians, patients, and markets with precision. The conversation highlights the critical gap between clinical innovation and commercial success, emphasizing that founders must integrate market access, health economics, and commercial strategy from day one. The episode underscores the importance of data-driven go-to-market strategies, especially for underserved populations like veterans and rural communities, and explores how AI can democratize innovation by empowering clinicians and healthcare systems to become active participants in product development. Monavoukas also previews AcuityMD’s future focus on de-risking early-stage innovation through AI tools. Key takeaways include: 1) Founders must prioritize transformative, high-impact innovations over incremental improvements to stand out in today’s crowded market; 2) Market access and health economic strategy should be developed in parallel with product development, not after FDA approval; 3) AI and real-world data can level the playing field for new entrants by democratizing insights traditionally held by established players; 4) Underserved patient populations, such as veterans and rural patients, represent significant untapped opportunities; 5) The future of medtech lies in democratizing innovation by enabling clinicians and health systems to contribute ideas and de-risk concepts early in the pipeline.

Key Takeaways
1

Focus on transformative innovations, not incremental 'Me Too' products, to capture investor attention and break through market noise.

2

Integrate market access, health economics, and commercial strategy from the earliest stages of product development.

3

Leverage AI and real-world data to identify high-potential physicians, patients, and markets with precision.

4

Underserved populations like veterans and rural patients represent major growth opportunities often overlooked by traditional sales models.

5

Empower clinicians and healthcare systems as innovators by providing tools to de-risk and prototype new medical technology ideas.

Chapters
0:00
10 min

The Power of Disruptive Innovation in MedTech

If I were giving one piece of advice for founders, it would be to keep thinking about those massive disruptive opportunities that can shape medicine if they're executed on. Because those are the ones that are going to get attention. Those are the ones that are going to get investment dollars and these incremental Me Too products and improvements. They just can't break through the noise anymore.

Highlight
10:00
10 min

From Failed Startup to AI-Powered Commercialization

Monavoukas recounts his first medtech startup experience with the Wound Stylus, where he realized the power of deep market research and data synthesis. This insight led to the creation of AcuityMD, a platform that uses AI and a specialized medtech ontology to democratize access to market intelligence.

20:00
10 min

AcuityMD's Unique MedTech Ontology and AI Features

The platform’s core innovation lies in its medtech-specific ontology that models complex relationships between physicians, facilities, and procedures. AI-driven features like automated call plans help sales reps prepare effectively, turning data into actionable insights.

30:00
10 min

Case Study: Scaling AlphaStim for Veterans

They were able to take a data-driven approach to executing on this new commercial strategy using data to guide their team's actions and then focusing time and resources around the most impactful activities as opposed to a pound-the-pavement approach.

Highlight
40:00
10 min

Debunking Myths and Embracing the New Sales Reality

You have to think about your go-to-market strategy in concert with your regulatory and clinical strategy from the very beginning.

Highlight
High-Impact Quotes
If I were giving one piece of advice for founders, it would be to keep thinking about those massive disruptive opportunities that can shape medicine if they're executed on. Because those are the ones that are going to get attention. Those are the ones that are going to get investment dollars and these incremental Me Too products and improvements. They just can't break through the noise anymore.
Mike Monavoukas0:00
Viral: 90.0
What if we can unleash all of them as innovators? What if there is a way to massively expand the market for how these new product concepts originate and de-risk how they go to market over time.
Mike Monavoukas44:12
Viral: 88.0
The analogy in med tech would be you've got, you know, so many people, you know, surgeons, clinicians, you know, who observe... what's going on in the operating room... What if we can unleash all of them as innovators?
Mike Monavoukas43:50
Viral: 87.0
Speakers

Hosts

Tom HickeySylvester Harris

Guest

Mike Monavoukas
Topics Discussed
Disruptive Innovation in MedTech90%AI-Powered Commercialization88%Market Access and Health Economics85%Data-Driven Go-To-Market Strategy82%Commercialization for Underserved Populations80%MedTech Ontology and Data Modeling78%Democratizing Medical Innovation75%AI in Early-Stage Product Development70%
People & Brands

Mike Monavoukas

person

45xPositive

AcuityMD

organization

38xPositive

Tom Hickey

person

25xNeutral

MedTech Gurus

media

15xPositive

EPI

organization

12xPositive

Sylvester Harris

person

10xNeutral

VA Patient Population

other

10xPositive

AlphaStim

other

8xPositive

FDA

other

6xNeutral

Wound Stylus

other

5xNeutral

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