Simulate tipping points across any population and act before they flip. Difference Machine simulates how populations shift between states under pressure and pinpoints the exact tipping point before it appears. It ingests public or internal signals, models how pressures compound, and runs stress tests to forecast when customers, voters, patients, or employees will flip. The engine tunes itself to your data, constrains AI within valid transitions, and visualizes the cliff so you can decide early and prevent churn, defection, or dropout. View startup
Difference Machine simulates how populations shift between states under pressure and pinpoints the exact tipping point before it appears. It ingests public or internal signals, models how pressures compound, and runs stress tests to forecast when customers, voters, patients, or employees will flip. The engine tunes itself to your data, constrains AI within valid transitions, and visualizes the cliff so you can decide early and prevent churn, defection, or dropout. View startup
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