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Research & KnowledgeEvent: September 2, 2026

Benchmark Analytics published a blueprint on adopting an early intervention system that covers managing internal change, choosing data points that predict risk, and measuring outcomes over time.

Published

Signal category

Research & Knowledge

Quote

One data point from the research: First Sign identifies an average of 5% of officers as at-risk with 85% model precision, built on a national model of more than 80 million officer performance records.

Benchmark Analytics team

Company

Benchmark Analytics

Our mission: Transform police force management through an all-in-one, data management and early intervention system.

Industry
Law Enforcement
Location
Chicago, US
Company size
80 employees

Benchmark Analytics® was founded by a group of dedicated professionals with years of experience in law enforcement — along with deep expertise in the power of Data Science, evidence-based research and advanced technology for developing solutions proven to evolve personnel management in modern policing. With Benchmark Management System® (BMS), we close the current knowledge gaps in the marketplace by tracking, organizing and analyzing all data points associated with a police department’s sworn and non-sworn officers. We work with agencies to develop a comprehensive, top-to-bottom police force management system. First Sign® Early Intervention is the only research-based, data science-driven EIS in policing available today. First Sign leverages the world’s largest officer performance database with over 20 million records — developed in collaboration with the University of Chicago to deliver the most effective tool to identify off-track officer behavior. First Sign goes well beyond standard early warning systems by establishing benchmarks that more accurately identify levels of at-risk behavior . . . alerting you to the real need of intervention and officer support. Our Care Action Response Engine® (C.A.R.E) platform helps supervisors develop a deliberate, meaningful plan of action to help officers who have fallen off track get back on track — and out of C.A.R.E. Our mission is to transform police force management through an all-in-one, data management and early intervention system that provides a holistic view of every officer — in police departments of every size.

Founded 2017

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