Model Assumption Observatory

 Create a model-assumption observatory that lets users document the assumptions behind a prediction, forecast, business model, simulation, or analytical model. Represent every assumption as a connected dependency with confidence, evidence, age, and potential impact. Allow users to change assumptions and observe how downstream outputs change. Automatically identify fragile assumptions, outdated evidence, highly influential variables, and conclusions that depend on multiple uncertain assumptions. Include an interactive dependency graph and sensitivity analysis.