CrowdSignal

CrowdSignal is a web + mobile AI-assisted forecasting and judgment platform that turns “wisdom of crowds” into decision-ready signals. Users post a question with clear resolution criteria (e.g., “Will vendor X deliver by May 15?”), add context, and optionally stake points or small cash. The app recruits a diverse panel (internal team, customers, or public) and aggregates predictions using calibration-weighted scoring, not simple upvotes. It highlights dissenting rationales, tracks forecaster accuracy over time, and shows confidence intervals so leaders can act without pretending certainty. For organizations, it plugs into Slack/Teams and creates lightweight “prediction sprints” before big launches, hiring decisions, or roadmap bets. Brutal truth: the product only works if you can consistently source enough participants and enforce clear question resolution; otherwise it becomes another opinion poll. The MVP focuses on tight workflows and measurable outcomes, not social features.