The discussion will focus on real adoption journeys—what worked, what failed, and what changed
once AI became mission-critical rather than exploratory. Panelists will explore how scale-stage
companies balance speed with reliability, manage data and infrastructure complexity, align teams
around AI transformation, and justify sustained capital allocation toward AI-driven growth.

Designed for founders, senior operators, and AI leaders, this session offers practical insight into
how category-defining companies are turning AI adoption into durable competitive
advantage—and how investors evaluate these decisions as signals of long-term dominance.