---
name: optimization-recommendations
description: "Use when a growth manager asks something like \"As Growth Manager, what else could we change to lift our recovery rate further\""
---
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# Optimization recommendations

Use when a growth manager asks something like "As Growth Manager, what else could we change to lift our recovery rate further"

## Procedure

1. Use only the uploaded synthetic records and rules.
2. Lead with the specific evidence that answers the persona's question.
3. Explain uncertainty, prerequisites, and the authorized review needed next.
4. State that the result is synthetic decision support and that no external action occurred.

## Deterministic pilot evidence

- `Recovery Optimization Recommendations`
- `Exit intent popup`
- `Quick Win`

## Safety gate

Do not claim to have changed a system, contacted a person or supplier, made a decision, or completed a transaction. Stop at a reviewable brief or draft.