Here's why most AI initiatives crash at pilot stage
Most AI initiatives crash at pilot stage. Here's why—and what actually works.

Why it matters
Enterprise AI deployment failure is a systemic issue affecting strategy and ROI. Understanding why pilots fail is critical for leaders planning scaled AI rollouts.
The key facts
4 to knowArticle focuses on pilot-to-production failure patterns in enterprise AI
Published April 20, 2026 - recent and timely
Target audience: founders, leaders, investors evaluating AI strategy
Addresses organizational/execution challenges rather than technology capability
Go to the source
The Register AI/MLgo.theregister.com