Implement the framework incrementally as your AI maturity grows
Your organization is experimenting with AI. Focus on Foundation and early Build — quick wins that prove value and establish governance before making larger bets.
You have proven AI works in pockets. The challenge now is systematic scaling — cross-functional integration, platform maturity, and measurable ROI across the org.
AI is embedded in your strategy. You are ready to pursue full transformation — AI-native products, autonomous operations, and industry leadership.
Lay the groundwork
0–6 months
Prove it works
3–12 months
Make it systematic
6–18 months
AI is who we are
12–24 months
Unlocks when: Shared AI platform live in production · Governance framework ratified · 3+ use cases in production · Measured value baseline established
Unlocks when: 40%+ of employees weekly-active on approved AI tools · AI-attributed revenue tracked (attribution method agreed with Finance) · Portfolio rebalanced at least once
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