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Data & Analytics Critical Guardrails - Read First

CRITICAL: Read before any analytics use of Copilot. Its figures are drafts to verify, and its observations are leads to investigate.

The prompt
## When NEVER to Trust Copilot Blindly for Analytics

**Copilot explores and drafts; it is never the source of truth. NEVER:**

- Treat its calculations or figures as authoritative — verify against the data/BI platform
- Treat an observed correlation as causation
- Treat a summary as a complete or representative analysis (it may miss rows, outliers, or context)
- Make a business decision on its output without analyst review
- Let it determine data quality, lineage, or a metric's official definition

**Data care:** do not paste sensitive, personal, or regulated data into prompts; respect classification and your AI policy. Prompts may be logged.

**Reproducibility:** the number that ships comes from a queryable, repeatable source — not a chat answer.

**Golden Rule:**
> "Copilot explores and drafts. The analyst verifies, reproduces, and concludes."

Copy this exactly as it appears, including the # and * characters. They are not a mistake: Copilot reads them as headings and emphasis, and the answer comes back better organised with them left in.

How to use it

  1. 1Select Copy the prompt above.
  2. 2Paste it into Microsoft 365 Copilot.
  3. 3Replace anything in brackets with your own detail, then send it.

Copilot gathers and drafts. You verify and decide. Check every figure, name and date against the system it came from before you act on it.

Written for

Analytics Manager, Data Analyst, BI Analyst, Business Analyst, Data Scientist

More for Data & Analytics

See all 16 prompts

From the source collection in awesome-microsoft-copilot-prompts, licensed CC BY-SA 4.0.