Start with the work, not the tool
We begin with recurring tasks, information gaps, and operational friction. A useful AI use case has a defined input, an understandable output, an owner, and a way to judge whether it is helping.
The assessment helps distinguish a worthwhile workflow from an impressive demonstration that does not fit your team’s day-to-day responsibilities.
Define the operating boundaries
- Choose approved tools that fit the selected use case.
- Identify the information needed and the limits on its use.
- Clarify which outputs require human review.
- Keep ownership and escalation paths visible.
- Document the workflow so people can repeat it.
Equip the team to use it
Training should explain when the workflow is useful, what to check, and when to stop and ask for help. Adoption also depends on fitting the process into existing responsibilities rather than creating another disconnected destination.
CUE supports the business-workspace side of this approach by bringing relevant context, work, and ownership into a shared view within the agreed scope.
Review the practical result
We consider whether the workflow improves consistency, reduces avoidable effort, or makes the next decision clearer. Those benefits should be assessed in the real use case, with the limitations documented.
Implementation details, tool choices, and training are selected through the assessment and planning process. No particular integration or automated action is assumed before that review.