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Health System Guide to Health AI Investing. Part 1: Entrepreneur Quality

  • Healthcare AI investing success depends on founder quality over capital, technology, or partnerships.
  • Entrepreneurs in healthcare AI must possess execution maturity and multidomain fluency for success.
  • Key traits for successful healthcare AI entrepreneurs include trust engineering, regulatory fit design, and operational flexibility.
  • The shift to RIA-enabled VC models may bring more comprehensive structures, but requires skilled operators to succeed.
  • Scaling AI in healthcare demands multi-stakeholder go-to-market strategies beyond physician-to-physician sales.
  • Institutions now seek integrated assurance for AI solutions, combining regulatory, technical, clinical, and risk expertise.
  • The Trustworthy Technology and Innovation Consortium (TTIC) focuses on safe, scalable, and standards-aligned clinical AI.
  • TTIC emphasizes accountability, integrity, innovation, collaboration, and excellence in transforming healthcare AI.
  • The consortium offers guidance and strategies for AI systems that can withstand pressure and improve in healthcare settings.
  • TTIC targets proactive, infrastructure-first leadership in healthcare AI adoption and implementation.

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