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Backstage Advisors
Sample deliverable · AI advisory

AI Use-Case Shortlist & Pilot Design

Client[Client name]
Industry[Industry]
Sprint3 weeks
Lead[Name]
This is a sample. All client names, figures and specifics are redacted. Your deliverable is tailored to your data and situation.

Ranked Use-Case Shortlist

Three use cases identified from the discovery interviews and workflow analysis, ranked by estimated value and data readiness.

#Use caseEst. annual savingData readinessEffortRecommendation
1
[Use case 1]
[Workflow description]
[$ range]HighLow Pilot now
2
[Use case 2]
[Workflow description]
[$ range]MediumMedium Phase 2
3
[Use case 3]
[Workflow description]
[$ range]LowHigh Defer

Data Readiness, Top Candidate

✓
Data available
~
Labelling needed
✓
API accessible

Pilot Design, Use Case 1

Recommendation: Build on B360 / [Tool]

The data and workflow are a close match for an existing B360 use case. A custom build is not warranted at this stage.

ElementDetail
Baseline metric[What we measure today, volume, time, cost]
Success criterion[What "it worked" looks like in numbers]
Pilot scope[One team / location / product line]
Duration[6–8 weeks]
Go/no-go date[Date]