DiscoverSignal and Symptoms PodcastThe Implementation-Success Gap: Why Most Deployments Aren't Working in Healthcare AI
The Implementation-Success Gap: Why Most Deployments Aren't Working in Healthcare AI

The Implementation-Success Gap: Why Most Deployments Aren't Working in Healthcare AI

Update: 2025-10-24
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Description

With healthcare embracing AI, are deployments delivering measurable success?

The question isn't just about whether the technology works—it's a deeper diagnosis of why promising solutions are struggling to deliver meaningful results for clinician and patient outcomes.

Your hosts Dr. Junaid Kalia (Neurologist & Founder) and Edward Marx (Healthcare CIO) bring perspectives from hospital floors and C-suite boardrooms to this critical analysis. They're joined by Dr. Sara Rana (AI Policymaker, Texas HHSC), whose regulatory expertise reveals the often-overlooked policy dynamics shaping healthcare AI adoption.

Together, they dissect survey data from 43 health systems to expose the complex reality behind the AI hype.

What You'll Discover:

- Priorities for AI Adoption

- Current AI Use Cases

- The ROI Disconnect

- Challenge to Widespread Adoption

- The Role of Leadership

- Regulatory Barriers and Solutions

This isn't vendor hype. It's an honest peer-to-peer analysis of healthcare AI's messy reality—and what leaders need to know to make decisions that benefit patients.

Referenced in the show:

🖇️ Journal Article: Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges (2025) -  https://pmc.ncbi.nlm.nih.gov/articles/PMC12202002/ 

Connect with us:

Dr. Junaid Kalia, Neurocritical Care Specialist and Founder of Savelife.AI™

💼LinkedIn - https://www.linkedin.com/in/junaidkaliamd 

🔗Website - https://www.junaidkalia.com/ 

📹YouTube - https://www.youtube.com/@junaidkaliamd 


Dr. Harvey Castro, ER Physician, #DrGPT™

💼LinkedIn - https://www.linkedin.com/in/harveycastromd/ 

🔗Website - https://www.harveycastromd.com/ 

📷Instagram - https://www.instagram.com/harveycastromd/?hl=en 


Edward Marx, CEO, Advisor 

💼LinkedIn -  https://www.linkedin.com/in/edwardmarx/ 

🔗Website - https://www.marxadvisory.com/about-ed-marx 


Special Guest:


Dr. Sara Rana, AI Innovator & Policymaker

💼LinkedIn - https://www.linkedin.com/in/sararana/ 

 

Visit our website:

https://signal-symptoms-lh567dh.gamma.site


Get advisory insights about Healthcare AI — at zero cost:

https://junaidkaliamd.substack.com/

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The Implementation-Success Gap: Why Most Deployments Aren't Working in Healthcare AI

The Implementation-Success Gap: Why Most Deployments Aren't Working in Healthcare AI