Scenario Analysis Framework for Strategic Planning
Build multi-scenario financial models with sensitivity analysis for strategic decisions
What You Can Do
You construct comprehensive multi-scenario financial models (base, upside, downside, tail-risk) complete with explicit assumptions, probability weightings, and sensitivity drivers. Claude helps you stress-test strategic initiatives like M&A, market entry, or product launches by quantifying key value drivers, calculating probability-weighted expected values, and generating transparent variance analysis that withstands executive and board-level scrutiny.
Features
build base, upside, downside, and tail-risk cases with explicit documented assumptions
identify and quantify key drivers (price, volume, COGS, capex) and their impact on outcomes
calculate expected values and risk-adjusted returns across all scenarios
model financial impact of M&A, market entry, product launch, or divestiture decisions
document logic and calculation methodology for audit trails and stakeholder confidence
generate pivot tables and waterfall breakdowns showing scenario performance drivers
challenge your assumptions and identify blind spots in scenario construction
create board-ready summaries with downside/upside ranges and confidence metrics
Example Output
Scenario Summary Output:
- Base Case: $150M revenue, 22% EBITDA margin, $8.2M free cash flow
- Upside (30% probability): $180M revenue, 25% EBITDA margin, $12.5M FCF
- Downside (20% probability): $120M revenue, 18% EBITDA margin, $2.1M FCF
- Expected Value: $147M revenue, 21.4% EBITDA margin, $7.8M FCF
Sensitivity Table:
- ±10% volume swing: ±$18M revenue impact
- ±5% pricing: ±$7.5M revenue impact
- ±200bps COGS: ±$3M EBITDA impact
Strategic Initiative Analysis (New Market Entry):
- Year 1 investment: $5M capex + $2M operating losses
- Breakeven: Year 3 with 60% probability of target market share
- Probability-weighted NPV: $22M (vs. $18M base case)
What's Included
- SKILL.md instruction file with scenario framework methodology:
- Multi-scenario model template (Excel-ready structure with formula guidance):
- Sensitivity driver checklist (revenue, cost, capital, and operational variables):
- Assumption documentation template (transparent mapping of inputs to scenarios):
- Probability weighting calculator and expected value framework:
- Strategic initiative stress-test workbook (M&A, market entry, product launch scenarios):
Who It's For
- Financial Analysts (FP&A) — building strategic plans and annual guidance with risk-adjusted scenarios
- Corporate Finance professionals — evaluating major capital allocation and M&A decisions
- CFOs and Finance Directors — preparing executive summaries and board presentations with defensible scenarios
- Business strategists — modeling financial impact of strategic initiatives and market opportunities
- Investment and corporate development teams — stress-testing acquisition or divestiture scenarios
Best For
- 3–5 year strategic planning and guidance framework development
- Major capital allocation decisions (capex, M&A, R&D investment)
- Market entry and new product launch financial modeling
- Strategic risk assessment and scenario stress-testing
- Board presentation preparation with risk-adjusted analysis
- Sensitivity analysis on key value drivers (CAC, churn, margin expansion)
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