Scaling AI Beyond Pilots. The Architecture Problem

Описание: AI pilot purgatory explains why strong AI pilots stall before enterprise scale. This video breaks down the real blockers and shows how platform architecture turns pilots into business value.

Many organisations invest heavily in AI pilots, yet struggle to move beyond isolated experiments. This video examines the structural reasons behind AI pilot purgatory, where models prove technical success but fail operational rollout. The discussion covers why bespoke development creates vendor lock in, technical debt, and slow execution. A platform first approach replaces one off builds with reusable components, shared governance, and secure foundations. Real enterprise examples show how this shift delivers productivity gains, supports multi cloud strategies, and aligns leadership behind scalable AI architecture. The focus moves away from chasing individual models toward building robust systems that support long term value creation across the organisation.

What AI Pilot Purgatory Looks Like
Why Traditional AI Scaling Fails
Assemble Not Build. Platform First AI
Enterprise Examples of Scalable AI
Architecture Over Models. The Strategic Shift

#AIPilotPurgatory
#EnterpriseAI
#AIStrategy