Draft scenario assumptions from business drivers

Use AI to structure upside, base, and downside assumptions, then verify every driver before using the model.

Time shift

2.5 hrs to 35 min

1.9 hrs saved per run

Tool

Claude.ai

Open tool

Best for

Analysis & Decisions. Free.

Setup

5 min one-time setup estimate.

Workflow

1Collect the source material for "Build forecast scenario packs" before opening the tool.
2Run the starter prompt in Claude.ai and paste in the real context.
3Review the output for accuracy, tone, names, numbers, and policy-sensitive details.
4Save the improved prompt or checklist so the next run takes less time.

Inputs you need

- Financial Analyst
- Build forecast scenario packs
- Examples, notes, files, or customer context for this task
- Your preferred tone, constraints, and final format

Expected output

- Draft scenario assumptions from business drivers
- A usable draft or workflow for build forecast scenario packs
- A repeatable prompt you can improve after each run

Ready-to-copy asset

Starter prompt

Create forecast scenario assumptions for [BUSINESS / PRODUCT].
Drivers: [PASTE]
Historical data: [PASTE]
Return: base, upside, and downside assumptions, rationale, risks, source evidence needed, and model input fields. Do not calculate final outputs.

Caveats

- Do a human review before sending, publishing, filing, or making a decision.
- Verify numbers, names, claims, citations, and compliance-sensitive details.
- AI drafts. You decide. Final responsibility is yours.

Measurable value

1.9 hrs saved per run

Before: 2.5 hrs. After: 35 min.

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