AI strategy & readiness
Find the AI work worth doing.
Select viable use cases by business value, data access, failure cost and a measurable acceptance baseline.
- 1Business task
Frequent, bounded and worth improving
- 2Available evidence
Owned data and representative examples
- 3Pilot decision
Continue, change the scope or stop
Prepare the conversation
What needs attention in your system?
Select the areas you want to discuss. Download the list to share with your team.
0 areas selected
From an interesting demo to an investment decision
The fragile approach
A list of fashionable use cases
Interesting demonstrations do not explain who benefits, what changes or how success will be tested.
The intended approach
A ranked opportunity and a testable pilot
Describe the workflow, accountable owner, sample inputs, acceptance measures and stopping criteria before implementation.
AI, data & automation
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.
From implementation to ownership
What your team receives
Agree the scope and the acceptance evidence before delivery starts.
Opportunity assessment
Candidate tasks compared against value, error impact and data readiness.
Included scope agreed before deliveryPilot scope
A bounded workflow, representative inputs and acceptance measures.
Included scope agreed before deliveryDecision record
The assumptions tested and the reasons to proceed, adjust or stop.
Included scope agreed before deliveryNo. A bounded pilot can test one material assumption. Expand only after the business result, operating cost and support responsibilities are understood.
Discuss ai strategy & readiness
Bring the workflow, the constraints and the questions your team needs to resolve.