RiskLedger

RiskLedger is a web app (with optional mobile companion) that forces clarity in uncertain decisions by turning every choice into a structured “decision record.” Users define options, assumptions, probabilities, expected value, and worst-case impact, then log what they decided and why. The AI layer helps users surface hidden assumptions, suggest base rates from public datasets, and generate pre-mortems and mitigation checklists. After outcomes occur, the app prompts users to score results and update calibration, building a personal track record of judgment over time. It’s built for teams too: shared decision logs, lightweight approvals, and searchable history so you stop repeating the same mistakes. This is not a magic prediction engine; it’s a discipline tool that makes uncertainty explicit, reduces hindsight bias, and improves decision quality through feedback loops.