what-if-oracle

Scenario analysis maps 4–6 plausible futures—Best Case, Likely Case, Worst Case, Wild Card, Contrarian, and Second Order—by assigning probabilities and articulating narratives. This structures your strategic planning by exploring outcomes beyond single predictions.

What-if scenario analysis is a phase-based workflow that frames uncertain variables and maps a possibility space. You need it for contingency planning when decisions require considering several outcomes, triggers, and probability distributions simultaneously.

To generate a probability distribution, frame the question to sharpen constraints, then map 4–6 branching scenarios. Each branch receives an assigned probability and narrative, which are synthesized into a concise distribution with robust action guidance.

Yes, this scenario analysis workflow operates independently without external dependencies. It uses a references-based knowledge base and frontmatter-defined metadata to guide the phase-based workflow for mapping uncertainty and risk management.

The best way to synthesize plausible futures is mapping 4–6 scenario branches with probabilities and triggers, then condensing them into a concise distribution. This delivers robust action guidance for decision-makers facing uncertain outcomes.

The limitation is that the phase-based workflow strictly maps 4–6 branches, which may not capture every edge case in highly complex uncertainty modeling. If your scenario requires more branches, this fixed structure might constrain the possibility space.