Session
From Pilot to Platform: Scaling AI with Measurable Impact
Too many AI initiatives stall after the pilot phase — not because the tech fails, but because the strategy does. In this session, we will share a proven framework for moving from isolated AI experiments to scalable, enterprise-ready platforms. Drawing from my work with Fortune 500s and AI-native startups, we’ll explore how to embed ROI metrics, governance, and cultural alignment into AI from day one. Whether you're a founder building your first AI product or a CIO scaling across business units, this talk offers a practical roadmap for turning AI ambition into sustainable impact.
Tailored for:
AI startup founders looking to scale responsibly
Enterprise leaders navigating AI transformation
Investors seeking signals of scalable AI readiness
Key Takeaways:
Why AI pilots fail — and how to design for scale from the start
How to embed ROI and governance into the AI lifecycle
Case studies of AI platforms that moved beyond experimentation
Michelle Caldwell
Executive Officer Passionate about Workplace Transformation Powered by Ethical AI
Bothell, Washington, United States
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