# Find the AI work worth doing.

AI strategy & readiness

Select viable use cases by business value, data access, failure cost and a measurable acceptance baseline.

## Choose a pilot you can evaluate

Illustrative workflow.

- Business task: Frequent, bounded and worth improving
- Available evidence: Owned data and representative examples
- Pilot decision: Continue, change the scope or stop



## What needs attention in your system?

Select the areas you want to discuss. The HTML page can download your selections.

- [ ] Task selection and ROI: Compare frequency, staff effort, error cost and data availability. Include review time, licences and ongoing support in the pilot baseline.
- [ ] Data readiness: Check source ownership, permissions, document quality and the examples available for evaluation.
- [ ] Pilot acceptance and staff adoption: Agree review criteria, role-specific training and a stopping point before investing in production integration.

## From an interesting demo to an investment decision

### A list of fashionable use cases

Interesting demonstrations do not explain who benefits, what changes or how success will be tested.

### A ranked opportunity and a testable pilot

Describe the workflow, accountable owner, sample inputs, acceptance measures and stopping criteria before implementation.

## A pilot with a business owner and a baseline.

### Task selection and ROI

Compare frequency, staff effort, error cost and data availability. Include review time, licences and ongoing support in the pilot baseline.

### Data readiness

Check source ownership, permissions, document quality and the examples available for evaluation.

### Pilot acceptance and staff adoption

Agree review criteria, role-specific training and a stopping point before investing in production integration.

## What your team receives

Included scope agreed before delivery.

- Opportunity assessment: Candidate tasks compared against value, error impact and data readiness.
- Pilot scope: A bounded workflow, representative inputs and acceptance measures.
- Decision record: The assumptions tested and the reasons to proceed, adjust or stop.

## Do we need a large AI programme first?

No. A bounded pilot can test one material assumption. Expand only after the business result, operating cost and support responsibilities are understood.