Scenario Selection Guide

Different teams need different paths. The correct plan depends on what you are trying to prove.

Scenario 1: Capability validation

Choose this path when the team still needs to confirm:

• whether the decision quality is relevant,
• whether the response structure is usable,
• and whether the technical direction deserves deeper investment.

Scenario 2: Product-facing integration

Choose this path when the team already knows the target flow and needs:

• reliable outputs,
• bounded integration work,
• and a realistic path from testing to production-facing usage.

Scenario 3: API-first cooperation

Choose this path when the team already has an internal system and mainly needs:

• structured service outputs,
• integration boundaries,
• and a stable collaboration rhythm.

How to decide quickly

If your internal stakeholders still disagree on scope, start with validation.

If the use case is already accepted and the main challenge is delivery, move into integration planning instead of repeating conceptual evaluation.