
March 2025
The Keys to GenAI Readiness: Learnings from real enterprises
Real Customer-First Experiences Start with AI-Relevance
March 2025
GenAI isn’t failing—your strategy is. Fix AI trust, KM, tech, & data for real ROI.
Winning companies follow this formula for GenAI success:
- Executive buy-in & AI trust → get leadership & employees onboard.
- KM excellence → build structured, high-quality content for AI.
- Smart vendor selection → choose tech with proven enterprise success.
- Data discipline → fix content quality & governance.

John Ragsdale
Distinguished Researcher and Vice President of Technology Ecosystems
