Use Case Identification
"Pick the use cases that will actually pay for themselves"
Workshop-driven discovery and scoring of candidate AI use cases — across your business functions — with effort/value scoring so leadership can fund what matters.
Five inputs we draw on
Process pain mining
Where do your teams lose time? Where does manual review create cost or risk?
Data abundance scan
Where is data plentiful, governed, and underused — the cheapest fuel for AI?
Customer journey mapping
Where do customers drop off or wait? AI can compress latency in those moments.
Competitive benchmarks
What are peers shipping with AI today? Tablestakes vs differentiation.
Compliance dividends
Use cases that satisfy regulatory pressures (audit, monitoring, reporting).
A two-week workshop cadence
Frame
Confirm strategic objectives, decision rights, and out-of-scope areas.
Discover
Functional workshops surface 30-60 candidate use cases.
Score
Effort, value, risk, and dependency scoring per use case.
Shortlist
Three to seven recommended cases with rationale and next-step plan.
Related sub-services
Run a use-case identification workshop
Tell us about the function or business unit. We will return with a workshop plan and a scored case shortlist within three weeks.