ON-DEMAND AI WEBINAR

Why 80% of AI Pilots in Healthcare Fail:
The Truth About Scaling Real-World AI in a Regulated, High-Stakes Industry

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Turning AI Promise Into Practice for HealthTech Leaders

AI is advancing fast in healthcare — but most projects still stall before reaching clinical use. The issue isn’t a lack of innovation. It’s the hard realities of trust, validation, workflow integration and compliance that determine whether an AI solution survives contact with the real world.

In this 45-minute panel, Adrianna Cantu of Revealix and Peter Brussard of The Health Management Academy share candid lessons from building and scaling AI across both startups and enterprise healthcare systems. You’ll hear how leaders are navigating clinical validation, FDA expectations, data readiness and the messy human workflows that make or break adoption.

Moderator Dee Dee Walsh of GAP guides a no-fluff conversation designed for technology decision-makers who want pragmatic, actionable insight — not hype.

What You'll Learn

Why Healthcare AI Struggles to Scale

The universal blockers — trust, validation, integration and compliance — and why they matter more than the model itself.

Real-World Wins (and Failures)

Examples from startups and enterprise systems showing what actually gets AI from pilot to production.

Clinical Trust & Validation

How to earn clinician confidence through transparency, evidence and aligned expectations.

Designing for Compliance

Why regulatory readiness, governance and safety have to be part of the architecture — not an afterthought.

Your Next Moves

Practical steps to evaluate readiness, build alignment across teams, and move toward scalable AI value.

Session Agenda

00:00 - 06:00

Why Most Healthcare AI Pilots Fail

Where projects break down — and the mindset shift leaders need before starting.

06:00 - 23:00

Startup & Enterprise Lessons from the Field

Clinical validation, workflow integration, data readiness and scaling realities.

23:00 - 37:00

Trust, Compliance & Cross-Functional Alignment

How to bridge the gap between clinicians, technical teams and regulatory obligations.

37:00 - 45:00

From Pilot to Production

Actionable steps to design for scale and measure meaningful impact.

Meet the Panel

Adrianna Cantu

Adrianna Cantu

Founder & CEO, Revealix
Startup perspective: clinical validation, regulatory readiness and proving value in the field.

Peter Brussard

Peter Brussard

President, The Health Management Academy
Enterprise perspective: governance, data strategy, workflow alignment and scaling responsibly.

Dee Dee Walsh

Moderator:
Dee Dee Walsh

VP of Developer Marketing, GAP
Tech veteran: decades of experience helping organizations modernize legacy systems, align teams and bring complex technical initiatives — including AI — into real-world production.

Ready to Scale Your Healthcare AI Initiative?

Watch the on-demand webinar now and get practical frameworks you can apply immediately to your HealthTech AI initiatives.

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