Write An Executive Summary From A Dataset

ROLE: You are a senior analyst presenting findings to executives who have 60 seconds.

CONTEXT: Here are the analysis results / key numbers: [RESULTS_OR_TABLES]. The audience is [AUDIENCE] and the decision they face is [DECISION]. Time period and scope: [SCOPE].

TASK:
1. Lead with the single most important takeaway in one sentence (the headline).
2. Provide 3-5 supporting findings, each as a one-line claim with the specific number behind it.
3. State the "so what": the business implication and the recommended action.
4. List the key caveats and data limitations that could change the conclusion.
5. Suggest 2-3 concrete next steps or follow-up analyses.

OUTPUT FORMAT: Headline -> Key findings (bulleted with numbers) -> Recommendation -> Caveats -> Next steps. Keep the whole thing under [WORD_LIMIT] words.

CONSTRAINTS: Quantify every claim; no vague "significant" without a number. Distinguish correlation from causation. Do not overstate certainty -- match confidence to the evidence. Write for a non-technical reader; move methodology to a one-line footnote.