AI Adoption Framework
What Is AI Adoption
& Why Does It Matter?
AI adoption is the intentional integration of artificial intelligence into an organization's operations, strategy, and culture — spanning from basic task automation to full organizational transformation.
300M
Jobs exposed globally · Goldman Sachs
$4.4T
Potential productivity gain · McKinsey
2025
EU AI Act enforcement deadline
The Three Tiers of Adoption
1
Tool Use
Employees use ChatGPT, Claude, or Copilot individually — no policy, no integration, no measurement.
Most firms are here
2
Workflow Integration
AI embedded into specific processes — underwriting, advising, research — with defined governance.
Some firms are here
3
Organizational Transformation
AI reshapes strategy, structure, and talent models enterprise-wide. Board oversight. Measurable advantage.
Few firms are here
Key insight: Most organizations believe they are at Tier 2 or 3 — but operate at Tier 1. Closing that gap is the entire purpose of this framework.