The David Holt Show

Your AI Prompts Are Failing You


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In this episode, AI prompts for healthcare clinics take center stage as David Holt breaks down why most clinic owners struggle with AI results — and how to fix it. If you’ve tried AI prompts for healthcare clinics and felt underwhelmed, this episode explains exactly what’s going wrong and how better inputs lead to better outputs.

Hosted by David Holt, this solo episode dives deep into how healthcare businesses can safely and effectively use AI without risking compliance or wasting time. Drawing on his background in biomedical engineering and law, David explains the foundational principle of “garbage in, garbage out” and why AI tools like Gemini are only as powerful as the instructions they receive.

Throughout the episode, David walks listeners through how healthcare AI prompts work at a systems level — comparing prompt writing to coding. He explains why vague prompts produce weak results and how structured prompts dramatically improve accuracy, clarity, and usefulness. This is especially critical for healthcare organizations where HIPAA-compliant AI use is non-negotiable.

David introduces a practical framework for building a prompt library for healthcare clinics, eliminating the need for constant trial and error. He outlines the core categories every clinic should have prompts for, including contracts, compliance, HR, patient communication, and legally compliant marketing. These categories help clinics move faster while maintaining consistency and compliance across teams.

One of the most valuable sections focuses on HIPAA-compliant AI usage. David explains why free AI tools and personal accounts can expose clinics to risk, and how paid, secure environments like Gemini’s enterprise versions are essential when handling protected health information. He also shares internal safeguards his law firm uses to train staff and control AI usage.

The episode includes a live demonstration showing how a well-written legal AI prompt can summarize complex contracts, identify hidden risks, and even suggest follow-up questions — all in plain language. David walks through real examples, including vendor agreements and medical device contracts, showing how clinics can avoid costly mistakes before signing.
Finally, David explains how legally compliant marketing prompts can become a competitive advantage in healthcare. Rather than avoiding marketing out of fear, clinics can use structured AI prompts to confidently grow while staying within regulatory boundaries.

If you’re a clinic owner, operator, or healthcare leader looking to use AI without confusion or compliance risk, this episode delivers a clear, repeatable system you can implement immediately.
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The David Holt ShowBy Sweet Fish