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Predictive Arrest Yield Audit.

Calculates the municipal ROI of pre-emptive law enforcement by modeling "Predictive Warrants," where AI identifies potential offenders before a crime occurs, reducing jail OPEX through early intervention.

## Policing the Future

When algorithms can predict a 72% probability of a crime, do you wait for the crime to happen? This tool models the 'Predictive Yield' for municipal governments. Early intervention (pre-crime arrests) is 3x cheaper than a trial and long-term incarceration.

### FAQ

**Q: Isn't this Minority Report?**
A: Legally, no. Politically, maybe. 'Risk Assessments' are already used in sentencing. This tool models the extension of those models into the street. The 'Friction Index' measures the number of innocent people flagged by the AI—for a city of 1.5 million, an 80% accurate AI still results in 1,500 wrongful interventions per year. The question is: is the $50M in savings worth the legal liability?