Business AnalystReporting and DashboardsIntermediateTemplate

Board-Level Report AI Prompt

This prompt helps turn business data into reports, dashboards, and reporting systems that support decisions. It is best used when you need a clear reporting structure, an audience-specific narrative, or a specification that can be handed to analysts, BI developers, or leadership. It emphasizes clarity, consistency, and usefulness over raw data dumps. It frames performance at a strategic level for board discussion, focusing on outcomes, risks, and decisions.

Prompt text
Write a board-level performance report for {{company_name}} for {{period}}.

Board-level reports have specific requirements:
- Strategic, not operational: focus on business outcomes, not activity
- Every number cited must be compared to a target or prior period
- Recommendations must be specific and actionable
- Maximum 2 pages of text

Structure:

1. Performance against strategic KPIs (table):
   - 4–6 strategic metrics only: revenue, growth rate, NPS, market share, or equivalent
   - Each: actual | target | vs target | trend

2. Strategic highlights (3 bullets max):
   - Major milestones achieved this period

3. Risks and challenges (3 bullets max):
   - Significant risks to the strategy with current mitigation status

4. Decisions required (if any):
   - Clearly state what decision is being asked of the board and by when
   - Provide the option set and a recommended option with rationale

5. Outlook:
   - Full-year forecast vs target
   - Top 2 tailwinds and headwinds going into next quarter

Tone: confident, precise, no jargon. Use active voice. Every paragraph should answer 'so what?'

When to use this prompt

Use case 01

Use when you need a repeatable report, dashboard design, or executive-ready narrative.

Use case 02

Use when different audiences need different levels of detail from the same data.

Use case 03

Use when report quality, consistency, and clarity matter more than raw analysis output.

Use case 04

Use when you want a specification that can be handed off to BI, analytics, or leadership.

What the AI should return

The AI should return a polished, ready-to-use template filled with the requested placeholders, structure, and wording style. It should preserve any variables the user may still want to customize, while showing the expected level of detail and format. The result should be practical enough to copy into a document, ticket, slide, or analysis workflow with minimal editing.

How to use this prompt

1

Open your data context

Load your dataset, notebook, or working environment so the AI can operate on the actual project context.

2

Copy the prompt text

Use the copy button above and paste the prompt into the AI assistant or prompt input area.

3

Review the output critically

Check whether the result matches your data, assumptions, and desired format before moving on.

4

Chain into the next prompt

Once you have the first result, continue deeper with related prompts in Reporting and Dashboards.

Frequently asked questions

What does the Board-Level Report prompt do?+

It gives you a structured reporting and dashboards starting point for business analyst work and helps you move faster without starting from a blank page.

Who is this prompt for?+

It is designed for business analyst workflows and marked as intermediate, so it works well as a guided starting point for that level of experience.

What type of prompt is this?+

Board-Level Report is a template. You can copy it as-is, adapt it, or use it as one step inside a larger workflow.

Can I use this outside MLJAR Studio?+

Yes. The prompt text works in other AI tools too, but MLJAR Studio is the best fit when you want local execution, visible Python code, and reusable notebooks.

What should I open next?+

Natural next steps from here are Anomaly Narrative Writer, Dashboard Specification, Metric Discrepancy Investigation.