Resource
Last updated: May 2026
Software and AI use case map
Use the map to choose a first sprint candidate that is useful, feasible, and narrow enough to demo quickly.
Buyer Guide
How to use Software and AI use case map
Software and AI use case map is a working resource for aligning scope before a call or internal review. Filling it out is not the goal; the goal is to reveal whether the team is ready for a sprint or needs an audit first.
The key inputs are owner, user group, sample data, systems involved, success metric, risks, and the decision after the demo. When those are clear, the first PoC or sprint can stay small and concrete.
Missing answers are useful too. If many fields are unknown, Urbano DX can start with a paid audit or technical review rather than pretending the build scope is ready.
Use before
First call, budget discussion, vendor comparison, or PoC scoping.
Fill in
Owner, data, metric, exclusions, risk, and next decision.
Outcome
Sharper scope, visible risks, and a clearer first step.
Use case groups
The right first use case should already have users, sample data, and a measurable pain point.
- Apps and portals
- APIs and integrations
- LLM assistants
- Document automation
- Reporting automation
- Knowledge search
How to score candidates
Score each idea by business pain, data readiness, workflow frequency, user access, risk, and whether a demo can change a decision.
- Pain is visible
- Samples exist
- Workflow repeats
- Users can test
- Risk is bounded
- Decision is near
Good first wedges
The first use case should be narrow enough for a sprint but connected to a larger roadmap if it works.
- One review queue
- One API handoff
- One document type
- One natural-language search surface
- One reporting workflow
| Use case | Good first sprint | Usually too broad first |
|---|---|---|
| AI workflow | Classify one queue with human review | Automate all operations across departments |
| API | One system-to-system action | Full integration platform replacement |
| Documents | One document type and reviewer flow | All contracts, invoices, and reports at once |
Scope the first sprint
Bring the app, API, LLM feature, or AI workflow you want to test. We will turn it into a clear first-sprint scope.
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