Scenario:
The business has made progress with AI. Initial use cases have been introduced, teams have gained experience and early benefits are visible. But as other priorities compete for attention, usage begins to plateau, ownership becomes less clear and the initial momentum risks fading.
Where to intervene:
AI adoption needs to move from initiative mode into the way the business is managed. Clear ownership, simple measures of progress, regular review and feedback can keep attention on what is creating value, identify where adoption is slowing and allow successful practices to spread. The objective is not more AI activity, but sustained improvement in how the business operates.
Value:
- Sustained adoption beyond the initial implementation
- Clearer ownership and accountability
- Visibility of progress and business value
- Stronger ability to scale what works
