Outcomes Rocket podcast

What It Takes To Deploy AI In Healthcare Operations At Scale with Ganesh Padmanabhan, Founder and CEO of Autonomize AI

2026-03-17
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18:26
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AI in healthcare only works when it is built for real workflows, real systems, and real change management. In this episode, Ganesh Padmanabhan, Founder and CEO of Autonomize AI, joins Saul Marquez to unpack what it really takes to deploy AI in healthcare operations at scale. Ganesh shares why many point solutions create islands of efficiency instead of fixing end-to-end processes, and why prompting an LLM is the easy part compared to building production-ready AI that integrates into enterprise systems, meets compliance requirements, and earns clinical trust. He also offers a practical playbook for implementation: anticipate the trust gap, design for behavior change, and treat deployment as a true team sport across tech, clinical, ops, and compliance. Tune in to learn how to move beyond AI hype and build operational AI that delivers measurable value in healthcare! Resources: Connect with and follow Ganesh Padmanabhan on LinkedIn. Follow  Autonomize AI on LinkedIn and discover their website. Check out Ganesh’s podcast,  Stories in AI.

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