Governance, adoption and scale
Value Realization & Continuous Redesign
Confirm AI investment is actually delivering, and keep adjusting based on evidence.
Why it matters
AI transformation isn't a one-time project. Without ongoing review, it's hard to know whether the original investment is actually working — or whether to double down or cut losses.
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What it delivers
- Regularly review the actual results of AI deployment against original expectations
- Adjust existing AI workflows based on changes in market, technology, and the organization
- Build a mechanism to decide which capabilities to keep, adjust, or retire
When it applies
AI-related investment has been running for a while and needs a systematic review of its results and next steps.
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