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AI-Assisted Crime Pattern Detection for NYPD Analysts

Accountable
New York Police Department (NYPD)
Functional Modes
Deciding (Analytical AI)
Human decides
Purpose
Safety & Security
Input Dataset
Sensitive personal information Identifiable data
Algorithm or Model
Classification & Prediction
Output Dataset
A recommendation or prediction Anonymized data

Patternizr is a machine-learning tool used by New York Police Department analysts to identify groups of similar crimes — such as burglaries, robberies, and grand larcenies — that may be connected to a single offender or pattern. It compares features of each crime report (location, time, method, suspect details) and returns a probability score indicating how likely the complaint belongs to an existing pattern. A human analyst must review all results before any investigative action is taken; the system does not make autonomous decisions.

Sources for this disclosure

This disclosure was drafted with AI assistance.

Schema: ai@2026-05-06-beta