Pilot with controls
Value is clear and the risk can be reviewed.
AI investment decisions
Use AI where it earns a role—not where it adds theater or risk.
Begin with the business problem, then test repeatability, value, data sensitivity, error tolerance, review, ownership, and cost.
Possible AI investment decisions
Configure existing tools
The capability already exists in an approved platform.
Design before funding
Inputs, review, exceptions, or data rules are not ready.
Defer or avoid
The economics or control maturity do not justify the move.