Enterprise AI Guide
AI Deployment 9 min read Updated May 2026

From AI Pilot to Production: The Path Most Companies Skip

Most enterprise AI pilots never make it to production. The gap isn't technology—it's the steps between proof-of-concept and deployed workflow that most organizations underestimate.

Deployment

Pilot-to-Production Path

1
Use-Case Validation
2
Data Readiness
3
Workflow Integration
4
Production Deployment
Success Rate
18% of pilots