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Consultant Insights: AI in Code Development

Aired On: September 30, 2025

Hosted By

Justin Bantuelle

Justin Bantuelle

Michael Roberts

Scott Zeitzer

In this episode of our Consultant Insights series, our COO Justin Bantuelle and company president Scott Zeitzer discuss the use of AI in code development and review. You’ll learn where AI typically is and is not useful in the development process, and what medtech companies need to watch out for if they want to start using these tools more often.

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Resources

  • Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes
  • Why I’m Betting Against AI Agents in 2025 (Despite Building Them)
  • AI doesn’t make devs as productive as they think, study finds
  • Software engineering with LLMs in 2025: reality check

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AI’s Role in Proactive Healthcare with Adityo Prakash
April 9, 2024

Learn More About the Show

Download Transcript

In this Episode

  • 01:44 Concerns and Challenges of AI in Code Development
  • 07:43 Intellectual Property and AI
  • 10:46 The Role of AI in Prototyping and Design
  • 18:11 The Importance of Communication in Development
  • 22:14 The Reality of AI in Development
  • 29:03 Future of AI in Development and Business

Quotes From This Episode

The less experience you have, the more likely you are to really struggle to frame up good prompts and the more you’re gonna get, end up getting lost in the weeds.

Justin Bantuelle

It’s a tool. It’s about how effectively you can utilize it. And I think it is really helping some people.

Justin Bantuelle

AI, you tell it, build this thing to like address this need, it’s gonna do it. It’s not gonna stop and say, that seems a little weird. Are you sure that’s actually what you need?

Justin Bantuelle
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