
AI Today Podcast Dr. Lukasz Kowalczyk on Practical AI Adoption in Healthcare
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Aug 13, 2025 Dr. Lukasz Kowalczyk, a practicing gastroenterologist and Healthtech advisor with experience at the Mayo Clinic AI Accelerator, shares insights on how AI can revolutionize healthcare. He discusses automating surgical scheduling to improve efficiency and clinical safety. Dr. Kowalczyk highlights the empowerment of under-resourced staff through AI decision support tools. He also addresses challenges in AI adoption, emphasizing the importance of understanding workflows and building trust among physicians. His lessons from building AI platforms are invaluable.
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Building A Surgical Scheduling Platform
- Lukas built an end-to-end surgical scheduling automation platform to solve no-shows and misinformation in his practice.
- He sold it in 2021 and joined the acquiring company, then entered the Mayo Clinic AI Accelerator in 2022.
Data Access Defines Product Moat
- Access to data and exclusivity determine a product's value and moat more than the idea itself.
- Accuracy of models does not guarantee clinical utility or adoption in workflow-constrained settings.
Run An Early AI Go/No-Go
- Start projects with business understanding and run an AI Go/No-Go on data, business, and implementation feasibility.
- Control scope when data quality or access is poor and iterate from early, simple wins.
