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#105, Reducing Healthcare's $1 Trillion Admin Burden with AI, Abdel Mahmoud, Anterior

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Content provided by AWS Startups. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AWS Startups or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

Anterior is on a mission to relieve doctors and nurses of administrative burden, starting with transforming the prior authorization process. In this episode of the AWS Health Innovation Podcast, Abdel Mahmoud, MD, CEO and Co-Founder of Anterior, shares how the company's generative AI technology is changing the game for healthcare professionals.

  1. What inspired Abdel Mahmoud's vision for Anterior?
    • Abdel shares his journey from immigrant roots to medical school, where he realized technology's potential to improve healthcare upstream. He recounts experiences at Facebook, UCL, and Google before co-founding Anterior to reduce healthcare's $1 trillion administrative burden.
  2. How does Anterior bridge the gap between healthcare and tech?
    • While healthcare faces resource constraints, clinicians show empathy despite challenges; tech startups prioritize rapid iteration. Anterior aligns provider and payer incentives through AI-powered clinical decisioning tools, contrasting the two worlds.
  3. How does Anterior leverage large language models?
    • Anterior ingests unstructured clinical data, using large language models to understand medical jargon, surface insights, and increase clinician productivity reviewing cases like prior authorizations. Rigorous evaluation pipelines ensure model accuracy.
  4. What has Anterior learned about designing for seamless user experiences?
    • A key learning has been the importance of streamlined user experiences, enabling clinicians to quickly validate AI recommendations with minimal effort, even on mobile devices.
  5. What was Anterior's fundraising journey, and what advice does Abdel offer founders?
    • The path involved an accelerator, seed round from Sequoia, then Series A from NEA to scale. Advice includes joining accelerators, demonstrating traction, articulating an ambitious vision, and prioritizing strategic thinking as CEO.

To learn more about Anterior's mission to reduce the administrative burden in healthcare, visit their website.

Get in touch with AWS here to learn how we can help your organization accelerate healthcare innovation.

Please take a moment and let us know what you think of the podcast, access our feedback survey here.

  continue reading

119 episoade

Artwork
iconDistribuie
 
Manage episode 446496801 series 3291628
Content provided by AWS Startups. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by AWS Startups or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

Anterior is on a mission to relieve doctors and nurses of administrative burden, starting with transforming the prior authorization process. In this episode of the AWS Health Innovation Podcast, Abdel Mahmoud, MD, CEO and Co-Founder of Anterior, shares how the company's generative AI technology is changing the game for healthcare professionals.

  1. What inspired Abdel Mahmoud's vision for Anterior?
    • Abdel shares his journey from immigrant roots to medical school, where he realized technology's potential to improve healthcare upstream. He recounts experiences at Facebook, UCL, and Google before co-founding Anterior to reduce healthcare's $1 trillion administrative burden.
  2. How does Anterior bridge the gap between healthcare and tech?
    • While healthcare faces resource constraints, clinicians show empathy despite challenges; tech startups prioritize rapid iteration. Anterior aligns provider and payer incentives through AI-powered clinical decisioning tools, contrasting the two worlds.
  3. How does Anterior leverage large language models?
    • Anterior ingests unstructured clinical data, using large language models to understand medical jargon, surface insights, and increase clinician productivity reviewing cases like prior authorizations. Rigorous evaluation pipelines ensure model accuracy.
  4. What has Anterior learned about designing for seamless user experiences?
    • A key learning has been the importance of streamlined user experiences, enabling clinicians to quickly validate AI recommendations with minimal effort, even on mobile devices.
  5. What was Anterior's fundraising journey, and what advice does Abdel offer founders?
    • The path involved an accelerator, seed round from Sequoia, then Series A from NEA to scale. Advice includes joining accelerators, demonstrating traction, articulating an ambitious vision, and prioritizing strategic thinking as CEO.

To learn more about Anterior's mission to reduce the administrative burden in healthcare, visit their website.

Get in touch with AWS here to learn how we can help your organization accelerate healthcare innovation.

Please take a moment and let us know what you think of the podcast, access our feedback survey here.

  continue reading

119 episoade

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