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HUVER

THE HUVER JOURNEY

A purpose.
Then, the work.

A life shaped by illness became a commitment to better care. This is how that commitment is becoming a company, one milestone at a time.

EXPLORE THE JOURNEY

LISTENING

Start with the people who care.

Before the first agent, there were conversations. HUVER began by listening to clinicians and understanding the work around every patient.

20healthcare professional interviews

Every useful answer starts with a better question.

  1. Started with 20 healthcare professional interviews

    Conducted structured field research to identify the clinical and operational problems worth solving.

BUILDING

Turn medical research into something useful.

Specialized agents became a medical intelligence engine. That foundation became HUVA Chat, giving clinicians a direct way to work with medical AI.

HUVA Chat
Actual HUVA screen. Synthetic demonstration data.
  1. HUVAgent core engine and product development begins

    Started building the orchestration engine that became the foundation of HUVAgent, including specialized-agent coordination and the first product experience.

  2. HUVA Chat development completed

    Completed the first clinician-facing HUVA service and established a direct medical AI experience for healthcare professionals.

  3. HUVA v1.0 and HUVAgent Deep Search developed

    Completed the first clinical-deployment solution and advanced evidence retrieval through HUVAgent Deep Search.

IN THE FIELD

Build where the work happens.

A U.S. company and time inside American healthcare brought a clearer view of the workflows HUVA needed to support, from clinical questions to daily operations.

SEOULHOUSTON

From Seoul to Houston.

Research in Korea. Product development and healthcare conversations in the United States.

  1. Delaware C-Corp. incorporated

    Established HUVER’s U.S. company as the legal foundation for its U.S.-led healthcare business and global expansion.

  2. U.S. market study, hospital visits, and expert interviews

    Visited healthcare sites and interviewed clinicians and healthcare professionals to understand local workflows, purchasing, and adoption requirements.

  3. Silicon Valley investor and clinical conversations advance

    Received new investor review opportunities, discussed a clinical proof of concept with Stanford Medicine, and participated in NVIDIA GTC.

  4. Became a Texas Medical Center Innovation Factory family company

    Entered the Texas Medical Center ecosystem in Houston for clinical validation, partnerships, and U.S. commercialization.

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COMING TOGETHER

One HUVA. More of the day connected.

Work and Chat came together in one integrated platform. The next chapter is being shaped through product feedback and adoption work with U.S. clinics.

HUVA Work
Actual HUVA screen. Synthetic demonstration data.
  1. HUVA Work + Chat integrated v1.0 completed

    Completed the first integrated platform connecting organization-wide workflows with clinician-facing medical intelligence.

  2. In-clinic adoption PoCs underway with two U.S. clinics

    Following remote product briefings and live demonstrations, both clinics expressed their intent to proceed with adoption. Implementation planning and in-clinic workflow deployment are now underway.

  3. Selected for MARU SF Membership Cohort 5

    Returned to the place where HUVER first shaped its U.S. expansion, now with a stronger product, a clearer plan, and relationships spanning a first Houston partner clinic and the TMC ecosystem.

2024 — 2026

The complete chronology

Company milestones, September 2024 to August 2026, and the next planned release.

  1. FOUNDATION

    Started with 20 healthcare professional interviews

    Conducted structured field research to identify the clinical and operational problems worth solving.

  2. AI INFRASTRUCTURE

    AI Agent experimentation infrastructure secured

    Secured technical instances through the Yonsei Graduate School of AI startup-support program and validated early agent architecture, orchestration, retrieval, and evaluation workflows.

  3. HUVAGENT FOUNDATION

    HUVAgent core engine and product development begins

    Started building the orchestration engine that became the foundation of HUVAgent, including specialized-agent coordination and the first product experience.

  4. TERTIARY-HOSPITAL RESEARCH

    Joint research begins with a Korean tertiary hospital

    Began Medical Multi-Agent AI research and developed a precision antibiotic-prescribing support sub-agent for a real clinical research setting.

  5. KOREAN GOVERNMENT PROGRAM

    Selected for the Preliminary Startup Package

    Selected for the Preliminary Startup Package administered by Korea’s Ministry of SMEs and Startups.

  6. FOUNDATION

    Selected for Yonsei Campus Town S-Cube

    Established a dedicated research and product-development environment in the Yonsei University startup ecosystem.

  7. KOREAN ENTITY

    Korean entity incorporated

    Established HUVER’s Korean entity and created the operating foundation for full-scale research, product, and business development.

  8. PRODUCT

    HUVA Chat development completed

    Completed the first clinician-facing HUVA service and established a direct medical AI experience for healthcare professionals.

  9. GLOBAL MARKET

    Global healthcare market exploration

    Joined the Global Startup Step-Up program to examine international healthcare workflows, market requirements, and expansion assumptions.

  10. GLOBAL PROGRAMS

    Selected for NVIDIA Inception, AWS Activate, and OpenAI Builder

    Entered global technology programs supporting cloud infrastructure, model development, technical guidance, and market readiness.

  11. RESEARCH

    Medical Multi-Agent AI research accepted for oral presentation

    A Hybrid Multi-Agent for Precision Antibiotic Prescribing was accepted for presentation at the Korean Society of Infectious Diseases conference.

  12. PERFORMANCE

    HUVAgent reaches #1 on HealthBench at approximately 70

    Established the first top-ranked performance milestone and a baseline for subsequent model improvement.

  13. PRODUCT

    HUVA v1.0 and HUVAgent Deep Search developed

    Completed the first clinical-deployment solution and advanced evidence retrieval through HUVAgent Deep Search.

  14. U.S. COMPANY

    Delaware C-Corp. incorporated

    Established HUVER’s U.S. company as the legal foundation for its U.S.-led healthcare business and global expansion.

  15. U.S. PRODUCT

    Development begins on a solution for U.S. hospital adoption

    Started building around the workflows of U.S. clinics, ASCs, and urgent care, including payer operations and human-controlled execution.

  16. U.S. FIELD RESEARCH

    U.S. market study, hospital visits, and expert interviews

    Visited healthcare sites and interviewed clinicians and healthcare professionals to understand local workflows, purchasing, and adoption requirements.

  17. U.S. CLINIC PILOT

    U.S. clinic adoption pilot and product feedback

    Ran an adoption pilot with U.S. clinics, observed real clinical and administrative workflows, and incorporated direct user feedback into product refinement.

  18. U.S. EXPANSION

    Silicon Valley investor and clinical conversations advance

    Received new investor review opportunities, discussed a clinical proof of concept with Stanford Medicine, and participated in NVIDIA GTC.

  19. PROGRAM

    Selected for KHIDI investment-attraction support

    Connected with healthcare-focused investment institutions through the Korea Health Industry Development Institute program.

  20. TEXAS MEDICAL CENTER

    Became a Texas Medical Center Innovation Factory family company

    Entered the Texas Medical Center ecosystem in Houston for clinical validation, partnerships, and U.S. commercialization.

  21. PARTNERSHIP

    Selected for NVIDIA NUP

    Expanded access to NVIDIA’s technical ecosystem, expert support, and global AI network.

  22. CORPORATE STRUCTURE

    U.S. corporate flip completed

    Completed HUVER’s corporate flip, establishing the Delaware C-Corp. as the parent company and the Korean entity as its subsidiary.

  23. INTEGRATED PRODUCT

    HUVA Work + Chat integrated v1.0 completed

    Completed the first integrated platform connecting organization-wide workflows with clinician-facing medical intelligence.

  24. U.S. CLINIC POC / IN PROGRESS

    In-clinic adoption PoCs underway with two U.S. clinics

    Following remote product briefings and live demonstrations, both clinics expressed their intent to proceed with adoption. Implementation planning and in-clinic workflow deployment are now underway.

  25. U.S. ECOSYSTEM / IN PROGRESS

    Selected for MARU SF Membership Cohort 5

    Returned to the place where HUVER first shaped its U.S. expansion, now with a stronger product, a clearer plan, and relationships spanning a first Houston partner clinic and the TMC ecosystem.

  26. NEXT RELEASE / PLANNED

    HUVA Work v2.0 planned

    The next release is planned for the second half of 2026, expanding connected clinical and operational workflows.

Future hospital concept

THE NEXT HORIZON

The work continues.

Our ambition reaches from the software clinicians use today to the intelligent hospitals of tomorrow. We build toward that future, one useful step at a time.

Future hospital concept