Lytx, an industry pioneer of video and safety-driven efficiency, has launched Dynamic Risk, an advanced suite of features that includes groundbreaking tools designed to transform how commercial fleets identify, assess, and act on environmental risk in real time.

Today’s road risks don’t show up one at a time, they stack, shift, and escalate, Lytx said. 

In the past, drivers and managers had to address each risk individually. By harnessing data from Lytx’s extensive network of cloud-connected cameras, Dynamic Risk leverages powerful data science, historical context, and live environmental inputs to provide fleets with a comprehensive, forward-looking view of safety and operational challenges. 

Lytx’s Dynamic Risk transforms traditional fleet safety technology from a reactive tool into a forward-looking, proactive system. 

By integrating real-time data from machine vision (MV) and artificial intelligence (AI)-powered road imagery, advanced environmental sensors, and National Oceanic and Atmospheric Administration (NOAA) weather insights (more regions to come), Lytx enables fleets to receive clear, timely alerts for hazards before they develop. 

This helps drivers adapt in the moment and managers to coach, reschedule, and reroute with increased precision. 

"Today’s fleets face a complex landscape of unpredictable hazards, from sudden weather events and construction zones to increased pedestrian and cyclist activity," said Chris Cabrera, chief executive officer at Lytx. "Dynamic Risk is not just about detecting risk after the fact. It empowers drivers and managers with the intelligence to anticipate and proactively prevent incidents before they happen, helping protect their drivers, avoid costly incidents, and operate more efficiently in a rapidly changing world.”

Customer Testimonial

“If you can prevent even one weather-related accident, I’d gladly pay annually for it. One weather-related accident destroying a truck, trailer, and cargo could cost you $200,000 to $300,000,” said Trey Novotny, vice president of safety at Fremont Contract Carriers 

“Speeding violations inside construction zones are a major detriment to a company’s safety numbers. They impact CSA scores, which then affect insurance premiums—and that ripples across many areas of the business,” he added.

Dynamic Risk Overview

Dynamic Risk is a suite of newly released and upcoming features from Lytx that enhance fleet safety and risk management by leveraging environmental data, such as weather and road conditions. Available now, crucial risk context can be automatically tagged to events with poor weather conditions such as low visibility, snowy roads, wet roads, etc. 

Dynamic Risk Index in Beta

Currently in beta, Dynamic Risk Index is a weighted scoring model that will be incorporated into existing coaching workflows and adjusted based on the environmental factors happening in the moment. In-Cab Weather Alerts is also in beta and will be released soon to help fleets and drivers manage weather-driven risk. 

Pedestrian Detection Updates

Future updates for next year include enhancements to Pedestrian Detection, which is currently available and alerts drivers when a pedestrian is identified in the vehicle’s path. With the new update, it will be added as an environmental risk for other behaviors such as speeding and distracted driving. 

Also planned for next year, Roadwork Detection enhances visibility to risk related to active road construction, which can lead to delays, schedule adjustments, and missed deadlines. These upcoming Dynamic Risk features, in addition to several others, are currently being tested by customers in the Lytx Lab to provide fleets with deeper insights that can drive safer, more informed decision-making on the road. 

Key Features and Benefits 

Road conditions are worsening, with weather-related crashes and pedestrian fatalities rising year over year, Lytx said.

Conventional risk management technology falls short, ignoring the full context behind risky environments and failing to warn proactively, the company claimed.

Dynamic Risk not only detects risks but also understands how they build and stack on one another. It combines what’s happening inside and outside the cab with intelligent alerts to help detect and prevent risks before they strike. 

Lytx’s Dynamic Risk is currently available as part of the company’s comprehensive driver safety program.