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Leah Houston, MD

Leah Houston, MD, is an emergency medicine physician turned technology entrepreneur who founded and leads Evercred, an agentic AI credentialing platform for healthcare providers [1]. She trained in biochemistry and molecular biology at SUNY Plattsburgh before earning her medical degree and completing an emergency medicine residency at Albany Medical College, then practiced emergency medicine across multiple states and hospital systems for more than a decade before moving into technology [3][4]. Houston has said she had no early interest in computing, having declined a recommended computer science course in high school because it seemed irrelevant to a medical career, and later obtained AI training at MIT after deciding to build her own company [3][4].

Houston traces her decision to found Evercred to a specific incident in which a hospital where she had previously worked continued to list her as a supervising physician and kept billing under her name after she left the position and after her medical license in that state had lapsed [3][4]. This activity prompted a notification to the Centers for Medicare and Medicaid Services and created the appearance that she had been practicing without a license, though she said the matter was resolved once the hospital's error was identified and her billing privileges, briefly suspended, were quickly reinstated [3][4]. In discussing the episode, she has said that conversations with colleagues revealed similar cases, including clinicians at telemedicine companies who discovered durable medical equipment or remote monitoring services had been ordered under their names for patients they had never treated, which she describes as a systemic source of healthcare waste [3][4].

Houston has argued that credentialing remains encumbered by outdated, paper-based processes even at large hospital systems using advanced software, with many institutions still mailing physicians packets to fill out by hand or relying on manual download-and-reupload workflows for digital documents [3][4]. She has pointed to tightening verification deadlines, often five to ten days, after which incomplete responses can force credentialing files to restart, as a major source of administrative burden for both physicians and credentialing specialists [3][4]. Her stated rationale for Evercred is that medical licensure and training represent permanent, verifiable credentials that nonetheless must be reverified repeatedly due to a lack of standardized, portable verification infrastructure, a gap she has said her platform is intended to close through decentralized, agentic AI-based identity and credential management [3][4].

Houston frames her transition into entrepreneurship as consistent with an earlier pattern of independent business activity, citing prior experience flipping cars for profit in high school and engaging in real estate investing [3][4]. She has described audience reactions to product demonstrations of Evercred as strongly positive, contrasting the platform with the spreadsheets and file-sharing folders she says are still commonly used for credentialing management [3][4]. Beyond her work at Evercred, she has been described in media appearances as a thought leader on physician autonomy and decentralized identity in healthcare [3][4].

Insights & ideas

Leah Houston argues that physician credentialing systems are archaic and create serious vulnerabilities, drawing directly on her own experience of credential misuse [1][2]. After she left a hospital and her license lapsed in that state, the institution kept her on its roster and continued billing under her name, which triggered a federal notification to Medicare and Medicaid and made it appear she was practicing without a license, when the cause was simply outdated internal paperwork processes [1][2]. She contends this is not an isolated incident, having heard similar accounts from colleagues, including telemedicine physicians whose names were used to order durable medical equipment or authorize monitoring for patients they never knew existed, and she frames this as a pervasive driver of healthcare system waste and fraud [1][2].

She positions her company Evercred, an agentic AI credentialing platform, as a response to these systemic gaps, aiming to modernize and automate credentialing and streamline identity and credential management across healthcare systems [1][2]. Houston also reflects on her unlikely path from clinician to founder, describing herself as always entrepreneurial and motivated by solving a real, urgent problem rather than by an early interest in technology [1][2].

Experience

  1. Founder | CEO
    EvercredOct 2025 to Present
  2. Emergency Physician
    Houston Health IncNov 2012 to Sep 2025
  3. Emergency Physician
    Southampton Hospital CharityMay 2017 to Aug 2017
  4. Emergency Physician
    Indian River Medical CenterNov 2016 to Jan 2017
  5. Emergency Physician
    Sutter HealthJun 2015 to Aug 2016
  6. Emergency Physician
    Jackson Memorial HospitalNov 2012 to May 2015
  7. Resident Physician
    Albany Medical CenterJul 2009 to Jun 2012
  8. Molecular Biologist
    Ordway Research InstituteMay 2004 to Jul 2005

Education

Media & appearances

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