Sunday, February 22, 2026

Reflections of a Founder: Insights from Glass Box Medicine’s Journey

Webpage Summary: Navigating the Challenges of Health AI Startups

As the Founder and CEO of Cydoc, a health AI startup, I embarked on a challenging journey that revealed the true complexities of deploying health AI. While we achieved significant milestones—gaining paying customers, acquiring patents, and demonstrating clinical impact—I learned that success hinges on more than just technology.

Key Learnings from the Cydoc Experience:

  • Validation Milestones:

    • Developed a HIPAA-compliant health AI platform for web and mobile.
    • Demonstrated clinical value with time savings of over 10 minutes per visit.
    • Acquired four paying customers, generating notable recurring revenue.
  • Lessons Learned:

    • Customer Discovery: Engage potential users early. Waiting can lead to wasted resources.
    • MVP Understanding: Create a minimum viable product that meets core customer needs without overcomplication.
    • Sales & Marketing Importance: Don’t underestimate the need for robust marketing; many brilliant products fail without it.

Success involves continual refinement and adaptation. As I look to the future, I’m writing a book to share insights on health AI.

👉 Join me in this journey! If these lessons resonate with you, share your thoughts or connect for deeper discussions!

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