3. Validate

Validate exposes the artefact to external reality. This phase replaces internal confidence with structured evidence. The objective is not to gather reactions, but to observe behaviour and measure outcomes against predefined success criteria.

Validation may include live user testing, pilot deployments, behavioural telemetry, synthetic agent simulations, or commercial commitment signals such as letters of intent or early revenue. Validate determines whether the solution meaningfully addresses the framed problem.

What you'll get

• Structured evidence report (qualitative + quantitative)
• AI-assisted pattern analysis
• Confidence assessment on problem–solution fit
• Ranked list of insights and risks
• Measured comparison against predefined success metrics

Signal you're searching for: Evidence Threshold

You can move from Validate to Learn (and decide to scale) when:

• There is measurable behavioural confirmation (usage, intent, engagement).
• Evidence aligns with predefined success metrics.
• Key risks are reduced below acceptable thresholds.
• Commercial or operational feasibility is demonstrated.

If evidence is weak, the decision is pivot or stop - not proceed.