<ul data-eligibleForWebStory="true">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.