4. Learn

Learn converts evidence into structured decision and institutional memory. This phase prevents endless iteration without direction. It ensures that insight leads to explicit action. AI tools may surface patterns and projections, but the decision remains human.

Learn formalises one of four outcomes:

• Scale
• Refine
• Pivot
• Stop

Learning is documented, linked to evidence, and fed back into the next loop.

What you'll get

• Formal decision record (scale / refine / pivot / stop)
• Learning summary linked directly to evidence
• Updated roadmap or next-loop plan
• Refined metrics and signal thresholds
• Governance-ready documentation for stakeholders

Signal you're searching for: Decision Clarity

A loop is complete when:

• A formal decision has been recorded
• Supporting evidence is documented and accessible
• The next action is clearly defined

If no decision is made, the loop remains open.