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AI/ML
HealthTech

Certuma

Autonomous clinical infrastructure for healthcare

CORE INFO

Certuma is a healthcare technology company that develops autonomous clinical infrastructure to help address the global physician shortage. Their platform uses a combination of large language model reasoning and a deterministic validation layer to provide physician-verified clinical decisions quickly and accurately.

  • Certuma's platform employs a Hybrid Deterministic Architecture, which integrates large language model reasoning with a validation layer to ensure clinical decisions are made within explicit, auditable boundaries.certuma.ai
  • The company's technology is designed to automate low-complexity medical decisions, assisting healthcare providers in delivering timely and accurate care.certuma.ai

WHY WE WOULD WORK AT CERTUMA

Mission-Driven Impact

Join a team dedicated to addressing the global physician shortage through innovative autonomous clinical infrastructure, ensuring timely and accurate patient care.

Cutting-Edge Technology

Work with a unique Hybrid Deterministic Architecture that combines large language model reasoning with a validation layer, enhancing clinical decision-making at machine speed.

Collaborative Culture

Be part of a diverse team of experts, including seasoned entrepreneurs and medical professionals, all committed to delivering safe and effective healthcare solutions.

Growth Opportunities

Engage in a fast-paced startup environment where your contributions directly influence the development of groundbreaking healthcare technology.

Safety and Accountability

Contribute to a platform that prioritizes patient safety, with every clinical decision being physician-verified and rigorously validated.

Global Healthcare Solutions

Help shape the future of healthcare on a global scale, providing autonomous medicine solutions that can transform clinical practices worldwide.

MARKET AND TRACTION

GROWTH TACTICS

  • Focus on developing autonomous clinical infrastructure to address the global physician shortage.

  • Leverage a Hybrid Deterministic Architecture that combines LLM reasoning with a validation layer to enhance clinical decision-making efficiency.

  • Aim to automate low-complexity medical decisions to support healthcare providers in delivering timely care.
  • TOTAL ADDRESSABLE MARKET

  • The healthcare technology market is rapidly expanding, driven by the increasing demand for efficient clinical decision-making solutions.

  • Certuma targets healthcare providers facing challenges due to the global physician shortage, positioning itself to capture a significant share of this growing market.
  • COMPETITIVE ADVANTAGE

  • Certuma's unique Hybrid Deterministic Architecture ensures that clinical decisions are made with safety and accountability, as every plan is reviewed by a licensed physician.

  • The integration of LLM reasoning with a deterministic validation layer sets Certuma apart from traditional healthcare solutions, enhancing reliability and speed in clinical decision-making.
  • MARKET POSITION

  • Certuma is positioned as an innovator in the healthcare technology sector, focusing on autonomous medicine solutions.

  • The company's commitment to safety and physician oversight in clinical decision-making enhances its credibility and appeal to healthcare providers.
  • SERVICES

  • Certuma offers a platform that processes patient inputs and generates physician-verified clinical decisions at machine speed.

  • The service includes a rigorous validation layer that checks for red flags, contraindications, and scope limits, ensuring high-quality clinical plans.
  • PRODUCT AND TECH

    Hybrid Deterministic Architecture

    Certuma's platform utilizes a Hybrid Deterministic Architecture that combines large language model (LLM) reasoning with a deterministic validation layer, ensuring clinical decisions are made within explicit, auditable boundaries.

    Physician-Verified Clinical Decisions

    The platform generates clinical decisions that are reviewed and signed by licensed physicians, ensuring accountability and compliance while enhancing the safety of medical decision-making.

    Autonomous Clinical Infrastructure

    Certuma's autonomous clinical infrastructure addresses the global physician shortage by automating low-complexity medical decisions, allowing healthcare providers to deliver timely and accurate care.

    Safety Validation Layer

    The deterministic validation layer checks for red flags, contraindications, and scope limits, reinforcing the safety and reliability of the clinical decisions generated by the platform.

    Large Language Model Integration

    By integrating large language model reasoning, Certuma enhances the efficiency of clinical decision-making processes, enabling rapid and accurate responses to patient inputs.

    COMPANY CULTURE

    Values

  • Commitment to safety and accountability

  • Innovation in healthcare technology

  • Collaboration among healthcare professionals

  • Integrity in clinical decision-making

  • Focus on addressing global physician shortages
  • Operating Principles

  • Integration of large language model reasoning with deterministic validation

  • Rigorous validation of clinical plans by licensed physicians

  • Emphasis on auditable and explicit decision-making boundaries

  • Continuous improvement of clinical decision processes
  • Benefits

  • Enhanced efficiency in clinical decision-making

  • Timely and accurate care delivery to patients

  • Support for healthcare providers in low-complexity medical decisions

  • Contribution to the alleviation of physician workload
  • Learning & Growth

  • Encouragement of continuous learning in healthcare technology

  • Opportunities for professional development in clinical practices

  • Fostering a culture of innovation and experimentation

  • Collaboration with experts in medical and technological fields
  • Team Cadence

  • Regular team meetings to discuss clinical advancements

  • Collaborative brainstorming sessions for product development

  • Feedback loops to improve processes and outcomes

  • Open communication channels among team members
  • HIRING SIGNAL

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    KEY COMPANY ANNOUNCEMENTS

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    9 announcements · ranked by importance
    Mar 25, 2026FOUNDER PROFILEThis Serial Entrepreneur Wants The FDA To Approve His AI Doctorforbes.com
    Mar 1, 2026FUNDINGCertuma company information, funding & investors | Dealroom.coapp.dealroom.co
    Jun 4, 2026FOUNDER PROFILEInside the Trump-backed push to bring AI doctors into American medicinespokesman.com
    Mar 30, 2026FOUNDER PROFILEAIを本物の医師にしたい──65歳の連続起業家がFDA承認に挑む理由 | Forbes JAPAN 公式サイト(フォーブス ジャパン)forbesjapan.com
    Mar 1, 2026ESSAYI started Certuma because of a simple, frustrating experience…linkedin.com
    Mar 1, 2026ESSAYFor the first time, AI is genuinely capable of supporting clinical decisionslinkedin.com
    Jan 1, 2026PRESSCertuma | Doctor-Verified Clinical Carecertuma.ai
    Apr 16, 2026AWARDThe AI 50 Brink Listforbes-forbescom-live.non-prod.zephrcf.com
    Jan 1, 2026PRESSCertuma | LinkedInlinkedin.com