15 Minutes With The Doctor: Learn from Healthcare Entrepreneurs and Innovators

78: Cleaning dirty data using AI to improve healthcare with Sanjay from HiLabs

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On this episode, Vinay is joined by Sanjay Acharya, Chief Product Officer at HiLabs. An AI-first company that turns messy claims and provider records into trustworthy data. So far, they have analysed over 40 billion records, removed over 3 million ghost healthcare locations, cut reconciliation times from weeks to under 48 hours, and deliver an estimated $80M in annual savings. We unpack healthcare-specific LLMs, real-time error detection, and system-agnostic integrations. Learn why explainable AI and clinical-note reading matter for decisions, compliance, and patient access.
Discover:
  • Sanjay’s background in electrical engineering and his transition to the US healthcare space.
  • How HiLabs have applied machine learning to health insurance operations.
  • How the application of technology in high-stakes environments like healthcare is key.
  • The challenges of applying machine learning and AI in healthcare.
  • How HiLabs are tackling human error and system misinterpretation in healthcare.
  • How standardising and verifying provider data has improved the accuracy of health insurance directories.
  • How HiLabs is introducing a new product focused on reading physicians’ notes.
  • How accurate clinical data is essential for medical decisions and patient care.
  • How explainable and auditable AI is essential to ensuring user trust in technology and decision-making processes.
  • HiLabs plans for growth and the potential in pharmaceuticals, as well as international markets.

    • Guest: Sanjay Acharya

    Website: www.hilabs.com

    Host: Dr Vinay Shankar

    Website: https://www.oncedaily.co
    Podcast: 15 Minutes With The Doctor

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    15 Minutes With The Doctor: Learn from Healthcare Entrepreneurs and InnovatorsBy Dr Vinay Shankar
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