AI-Powered Risk Prediction

Impairment Risk Prediction

The leading tool for predicting impairment risk without a physical test. Validated across 300+ agencies.

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4x more predictive than traditional testing
RePath Impairment Risk dashboard showing participant risk levels, compliance data, and mobile push notification

The Testing Problem

Random drug testing catches issues too late. Agencies waste resources on unnecessary tests while missing the participants who need intervention most.

Reactive, Not Proactive

Traditional testing only reveals substance use after the fact. By the time a test comes back positive, the opportunity to intervene early is gone.

Wasted Resources

Random testing means testing participants who don't need it while missing those who do. Agencies spend thousands on tests that return negative.

Untestable Substances

Standard panels can't detect inhalants, certain designer drugs, or rapidly metabolized substances. Impairment goes undetected.

No Predictive Insight

Without data-driven risk assessment, officers rely on gut feeling to decide who to test and when to intervene.

How Impairment Risk Works

Behavioral Patterns

RePath monitors behavioral patterns through regular supervision interactions — automatically, without additional burden on officers or participants.

ML Analyzes Patterns

Machine learning analyzes behavioral patterns and identifies risk signals in real time.

Risk Alert Triggered

When risk signals emerge, the system flags the participant as Low, Medium, or High risk and notifies the officer immediately.

Officer Intervenes

Officers receive alerts and take action. Schedule a check-in, order a test, or connect the participant with treatment resources.

Impairment Risk is powered by behavioral supervision data collected through normal platform use. No additional burden on officers or participants, and no physical testing required.

Want to see Impairment Risk in action?

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What Impairment Risk Does

No Physical Test Required

Behavioral pattern monitoring runs through the RePath platform. No cups, no swabs, no lab costs.

Detects All Impairment Types

Catches substance use, fatigue, medication effects, and stress. Not limited to what a urine panel can detect.

Personalized Baselines

Risk assessment is calibrated to each individual, not a population average — making signals more accurate and actionable.

Real-Time Alerts

Officers get notified immediately when risk levels change. No waiting for lab results.

Low/Medium/High Scoring

Clear, actionable risk levels. Officers know exactly how to respond at each threshold.

Privacy-Conscious Design

The tool identifies functional impairment, not specific substances. Focused on risk, not surveillance.

What Impairment Risk Does and Doesn't Do

What It DOES

Predicts likelihood of impairment

Catches 4 in 5 confirmed events

Detects untestable substances

No physical screening needed

What It DOESN'T Do

Not continuous real-time monitoring

Doesn't prove cause of impairment

Not a replacement for drug testing

Not court-admissible evidence alone

Proven Results

77.3%

of Documented Impairment Predicted

4x

More Predictive Than Traditional Testing

50%+

Reduction in Drug Testing Costs

60%+

FTA Reduction with Monitoring

Independently validated across 300+ agencies. Impairment Risk catches 4 in 5 impairment events confirmed by testing.

What Officers Are Saying

"We had a lady that was approved to take one diet pill a day and RePath was able to tell us there was an issue and turns out she was taking more pills each day."

Treatment Court Director

MO 2nd Circuit

"The very first kid we had on IR was a kid we did not suspect was using. However, he had been exposed to methamphetamine... that really got us to be at the heart of the issue."

Deputy Juvenile Officer Supervisor

Jefferson County Court Services

"So far every test has come back positive when flagged in RePath, so we have really enjoyed that additional data."

Juvenile Officer

MO 23rd Juvenile

"I got my first 'possible impairment' notification over the weekend. Sure enough, it was accurate! It was a legitimate impairment because he has significant medical issues."

Part of the RePath Platform

Visit Assist

AI-powered visit documentation

RePath IQ

Real-time supervision intelligence

Centralized Communications

One channel for every conversation

RePath Assist

Your dedicated support partner

Ready to predict risk before it becomes a violation?

Book a demo to discover how Impairment Risk can transform your agency's supervision approach.

Book a Demo