Aibast Sentiment Analysis 03 (Microsoft)

---
name: sentiment-analysis
description: Use when a director of product asks for the fictional sentiment split and recent excerpts.
metadata:
  origin: Microsoft
---
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# Sentiment and NPS evidence

Use when a director of product asks for the fictional sentiment split and recent excerpts.

## 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

- `Positive`
- `Negative`
- `fictional pilot data`

## 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.