# EP 28: The AI Revolution: Redefining Healthcare Financing Page: https://stenobird.com/podcast/data-science-with-sam-4345646/ep-28-the-ai-revolution-redefining-healthcare-financing Text version: https://stenobird.com/podcast/data-science-with-sam-4345646/ep-28-the-ai-revolution-redefining-healthcare-financing.md Podcast: [Data Science With Sam](https://stenobird.com/podcast/data-science-with-sam-4345646) Published: 2026-01-07T05:00:08+00:00 Episode link: https://rss.com/podcasts/data-science-with-sam/3006421 Audio file: https://content.rss.com/episodes/395137/3006421/data-science-with-sam/2026_07_20_13_47_24_3f34ea64-7c58-488d-80c1-8766065f3a41.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/data-science-with-sam-4345646/episodes/ep-28-the-ai-revolution-redefining-healthcare-financing Duration seconds: 1672 ## Resource In this episode, Sam Dey interviews Sharmeen, founder of Lyyvora, a platform revolutionizing AI-driven healthcare financing for independent clinics, particularly women-owned practices. They discuss the challenges these clinics face in accessing capital, the innovative human-centered approach Lyyvora employs to streamline the lending process, and the importance of leveraging real data over traditional credit scores. Shermin emphasizes the interconnected challenges in funding, the need for education about diverse lending options, and the commitment to data security. The conversation concludes with a forward-looking perspective on the role of AI in simplifying healthcare financing. Guest: Sharmeen Aqeel, Founder of Lyyvora Sharmeen can be reached at: https://www.instagram.com/lyyvora/ https://www.tiktok.com/@sharmeen_lyyvora https://www.linkedin.com/in/sharmeen-aqeel/ https://www.youtube.com/@Lyyvora ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/data-science-with-sam-4345646/episodes/ep-28-the-ai-revolution-redefining-healthcare-financing/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/data-science-with-sam-4345646/ep-28-the-ai-revolution-redefining-healthcare-financing.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.