Strategy5 min read

The Secret to AI Success Isn’t the Right Tools. It’s the Right Model.

SOT Research TeamMarch 23, 2026
Executive Takeaway

Eighty-eight percent of organizations use AI. Only 31 percent have scaled it enterprise-wide. The gap is not the technology. It is the structure surrounding it. The SoT AI Enterprise Reference Model is a nine-layer enterprise AI framework that maps every capability an organization needs to build and sustain AI at scale, from infrastructure through strategy, technical and organizational dimensions treated as one inseparable system.

Eighty-eight percent of organizations use AI. Only 31 percent have scaled it enterprise-wide. The gap is not the technology. It is the structure surrounding it.

The SoT AI Enterprise Reference Model is a nine-layer enterprise AI framework that maps every capability an organization needs to build and sustain AI at scale, from infrastructure through strategy, technical and organizational dimensions treated as one inseparable system.

Discuss Your AI Portfolio with Our Executive CAIO Practice

Align AI investments, prioritize high-impact use cases, and mitigate operational risk.

Book Discovery Session