LEANPRO / PRACTICAL WORKING TOOLS / OCTOBER 2026

AI Opportunity Workbook

Choose useful opportunities, prepare controls and define pilot success.

Type into the table cells, then print or save as PDF. Edits are not automatically saved: save your completed PDF before closing.

Use this starter to support discussion and record decisions. Adapt it to your business, programme scope and accountable owners.

01 / Process opportunities

ActivityCurrent effort / qualityProblem to solveOwner
Repeated data handling
Document preparation
Information retrieval
Exception triage

02 / Compare approaches

ApproachExpected benefitData / integration needsLimitations
Process improvement
Existing software feature
AI-enabled workflow
Specialist solution

03 / Operating conditions

ConditionOwnerRequired evidenceOpen action
Information access
Human review
Error and exception handling
Support and monitoring

04 / Pilot success

MeasureBaselineTarget / acceptanceReview owner
Time and effort
Quality
User adoption
Exception rate

Need help connecting the work? website@leanpro.co.uk

Leanpro Ltd ยท Practical change. Confident delivery.