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INTRODUCING

First Sign® Early Intervention

Manage police force accountability and support officer wellness

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Precise, Predictive, and Powerful Early Intervention


First Sign Early Intervention is the most effective early intervention system (EIS) on the market. Grounded in our partnership with the University of Chicago, our solution goes well beyond standard early warning systems — establishing benchmarks that more accurately identify levels of at-risk behavior. With First Sign’s technology, police agencies can deliver proactive, career-saving intervention and officer support.

The First Sign Difference — It’s in the Numbers

Benchmark has the world’s largest database on officer performance, and our predictive analytics have been validated through a standardized national model developed in partnership with the University of Chicago.

5+

Data Sources

Informed by In-Depth Data Points

  • Officer attributes
  • Arrest history
  • Use of force
  • Internal affairs
  • CAD/RMS

91

Model Variables

Driven by Complex, Nuanced Factors

  • Context of adverse incidents
  • Sequence of events
  • Patterns of behavior
  • Peer comparisons

85%

Model Precision

Greater Accuracy Than Any Other EIS

  • 2X more precise than most systems
  • Uses advanced research methodologies
  • Employs high-level predictive modeling

5%

At-Risk Average

Police Officers Truly in Need of Intervention

  • Identifies who will be involved in an adverse incident within 12 months
  • Findings show no more than 5% of officers at-risk
  • Clears officers often flagged incorrectly by most systems

66%

Incident Rate

Perpetuated by 5%
At-Risk Officers

  • Those inflicting most injuries on the job
  • Officers using disproportionate force

Take Early Intervention to the Next Level

Benchmark’s industry-leading EIS is helping prevent adverse officer events at agencies across the U.S. Find out what makes our solution unique.

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First Sign Early Intervention vs. the Competition

Traditional EIS offerings rely on often inaccurate threshold-based triggers to flag off-track officer behavior. These false positives and false negatives result in inefficient use of resources, time, and money — all while negatively impacting officer morale. First Sign Early Intervention incorporates decades of evidence-based research, robust information sources, and sophisticated analytics to identify officers truly in need of intervention.

First sign

85% Efficacy Rate

Got it Right:

17 Accurate Flags

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First Sign is Your Clear Choice for a Transformative EIS Designed to:

  • Identify problematic officers within your department
  • Retain and boost morale of high-performing officers
  • Improve community relations and regain public trust
  • Reduce resource needs, administrative burden, and costs
  • Lower exposure to liability claims from increasing litigations

TRADITIONAL EIS

71% Fallacy Rate

Got it Right:

14 Incorrect Flags

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Icon of a police officer in red with an exclamation mark
Icon of a police officer in red with an exclamation mark
Icon of a police officer in red with an exclamation mark
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Icon of a police officer in red with an exclamation mark
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A Multi-Dimensional EIS Built on Six Key Pillars of Success

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Research Legacy

Grounded in our partnership with the world-renowned University of Chicago — leveraging the high volume of data, research, analytics and longitudinal studies in the field of law enforcement.

  • Features over a decade of in-depth research into detailed historical data about officer behaviors in policing
  • Includes a team of 20+ data scientists who have created a series of predictive models and algorithms that identify patterns of conduct that lead to problematic behavior
  • Identifies the factors that truly matter in alerting problematic behavior — significantly increasing the efficacy rate of First Sign versus existing trigger-based EIS offerings
  • Represents the world’s largest multi-jurisdictional officer performance database with over 60 million records

First Sign offers you the ONLY research-based, data-driven EIS available in policing today.

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Academic Credibility

Facilitated by the dedicated work of the National Police Early Intervention and Outcomes Research Consortium – led by the University of Chicago – along with a team of public safety PhD academicians.

  • Includes support of The Joyce Foundation to accelerate research and best practices for early invention of police misconduct — and partnership with the American Institutes for Research
  • Draws on data from Benchmark Analytics covering virtually every aspect of police operations . . . e.g., organizational structure, training, use of force, complaints, internal affairs, discipline and more
  • Focuses on leveraging data captured to drive change and help inform outcomes, policies and processes
  • Assesses current interventions for effectiveness, behavior modification and recommended improvementst
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Scientific Legitimacy

Uniquely positioned with one full patent* and one provisional patent filed with the United States Patent and Trademark Office.

  • Preserves key features of our groundbreaking EIS based on decades of evidence-based research in policing
  • Draws on data from Benchmark Analytics covering virtually every aspect of police operations . . . e.g., organizational structure, training, use of force, complaints, internal affairs, discipline and more
  • Focuses on leveraging data captured to drive change and help inPromotes customer confidence in our advanced, first-in-class and proven EIS platformsform outcomes, policies and processes

*Patent No.: US 11,915,180 B2

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Iterative Learning

Provided by ongoing, cumulative analytics of all partner data to ensure the First Sign platform evolves — getting smarter and more efficient over time.

  • Uncovers trends and highlights best practices
  • Provides new insights and directs technological advancements
  • Supports recommended actions and platform modifications
  • Continues to optimize risk management and reduce exposure to rising liability costs
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Compliance Ready

Configured to help police agencies comply with major law enforcement organization directives, recommendations and standards.

  • Supports agencies seeking accreditation by the Commission on Accreditation for Law Enforcement Agencies (CALEA)
  • Includes best practices and elements of the ethics toolkit developed by the International Association of Chiefs of Police (IACP)
  • Aligns with performance guidelines on officer conduct recommended by the Department of Justice (DOJ)
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Reciprocal Officer Support

Offered by C.A.R.E. — our innovative, proactive police officer support platform developed to help officers who have fallen off track get back on track.

  • Facilitates support plan with a template of actionable steps, guidelines and goals for implementation
  • Features research-based management modules for officer-specific interventions
  • Provides “benchmarks” of best practices proven to be most effective for different levels of intervention
  • Fully automates critical tracking points and follow-up measures to help secure successful support outcomes

Our 24/7 Analytic Machine

First Sign Early Intervention is the only research-based, data-driven EIS that tracks over 20 event markers shown to lead to truly at-risk, off-track behavior. Supervisors can see a risk-level overview of their officers, as well as receive real-time alerts as out-of-policy, adverse, and at-risk events occur by officers on their team. It’s powerful data right at your fingertips.

The officers at risk dashboard

Explore More of the Industry’s First and Only Officer Advocacy Suite

Our groundbreaking solutions are redefining what it means to have a successful policing career.

First Sign® Wellness Facilitator

Identify struggling officers and facilitate proactive, life-saving mental health support.

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First Sign® Excellence Indicator

Measure and elevate your agency’s culture and impact by celebrating your most talented officers.

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First Sign® Retention Monitor

Take an active role in measuring and mitigating turnover risk that drives officer retention.

Learn More

Ready to Experience the Benchmark Difference?

Benchmark Analytics and its powerful suite of solutions can help you turn your agency’s challenges into opportunities. Get in touch with our expert team today.

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