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Enterprise AI didn’t fail in 2025 — it learned where it breaks. If you’re trying to move AI from pilot to production, this is where most teams quietly get stuck. Pilots multiplied. Copilots spread fast. Then reality showed up. Scaling AI turned out to be less about models and more about fundamentals: data readiness, security, cost visibility, and organizational alignment. In this episode of AI Proving Ground, we unpack what actually worked in 2025 — and what leaders need to get right in 2026 to turn AI from experiments into real, measurable impact. We break down: Why most AI initiatives stall when moving to production What enterprises learned the hard way about agents, data, and scale Why focus beats hype when AI becomes infrastructure How to design AI systems that can actually be measured, governed, and improved AI isn’t a feature anymore. It’s infrastructure. And infrastructure rewards discipline. Support for this episode provided by: Graphiant #EnterpriseAI #AIInfrastructure #AIAtScale #TechLeadership #FutureOfAI #AIEngineering #AI2026 #AIDevelopment #AIProvingGround #BuildInPublic Chapters: 0:00 Why Enterprise AI Keeps Stalling 2:03 Pilots Everywhere. Scale Nowhere. 4:11 Agents: What’s Real vs Hype 7:10 Why Bottom-Up Actually Wins 9:30 The Data Visibility Problem 11:20 Context Is the New Model 15:10 What You Don’t Measure Breaks 17:10 From IT Rules to Real Experiences 19:16 Where Enterprises Should Start 22:10 Fast Wins That Actually Stick 24:20 The AI Assistant Is the Beachhead 26:40 How Agents Show Up in the Real World 28:10 AI Costs Get Real Fast 31:20 Pricing Is Changing Under You 33:20 Build, Buy, or Go Neo? 35:16 Performance Without Regret 38:00 Skills Still Matter (A Lot) 40:10 What 2026 Actually Looks Like 42:35 Power, Borders, and Reality 🔔 Subscribe to AI Proving Ground on YouTube: https://www.youtube.com/ @AIProvingGroundPodcast Connect with us on: LinkedIn: / world-wide-technology Twitter: / wwt_inc About WWT: World Wide Technology (WWT) is a global systems integrator that provides digital strategy, innovative technology, and supply chain solutions to large public and private organizations. For more about the AI Proving Ground Podcast, visit: https://www.wwt.com/events/ai-proving...