VR is moving from trade-show demo to maintenance tool in waste fleets

Brigade Electronics’ plan to put a refuse truck’s sightlines inside a VR headset at WasteExpo still reads like a trade-show gimmick, until you line it up with what waste fleets say actually burns hours: technicians leaving the bay to find information, supervisors trying to standardize safety behavior across mixed equipment, and procurement teams needing faster ways to validate whether an in-cab alert will be accepted or ignored.

Waste360 reported Brigade brought a virtual reality experience to its WasteExpo 2024 booth in Las Vegas (May 7 to 9) to demonstrate AI360, the company’s AI-enabled 360-degree camera system that recognizes humans within a defined detection zone and warns drivers before a possible collision. PR Newswire carried the same announcement, including that Brigade also planned to present Backeye360 and Brigade Telematics, its cloud-based fleet management system.

The bigger operational signal is that VR has started to show up in waste as a tool for work, not a tool focused on selling. Waste Dive reported in a prior WasteExpo session that Waste Management’s vice president of information technology described the company exploring VR to integrate with technician tasks, specifically to cut time lost when someone walks away from a truck repair to look up information.

VR is becoming a faster way to test behavior, not just hardware

For fleet operators, the hard part of adding cameras, AI detection, or new driver alerts isn’t the spec sheet. It’s the human layer: how the driver reacts when an alarm triggers in a tight alley, how quickly a new hire learns what the overlay means, and whether the shop can install and service the system without creating a new set of failure points.

Brigade’s WasteExpo VR demo is aimed right at that layer. Waste360’s show coverage said attendees could “experience” AI360 through VR. That matters because the first time most organizations evaluate safety systems is still too abstract, a vendor demo video, a short ride-along, a promise that drivers will adapt. A headset can reproduce the point of view that safety committees and route supervisors argue about for weeks.

Waste Dive’s WasteExpo reporting from Waste Management points at a second VR use case that is easier to operationalize: putting information where the work happens. The Waste Dive item described a problem every fleet maintenance leader recognizes, the repeated interruption when technicians pause repairs to access manuals, instructions, or troubleshooting steps. VR was floated as a way to keep information accessible without going back to a computer, though the report did not specify whether Waste Management was envisioning a headset-based workflow or an overlay approach.

AI camera retrofits live or die on install time and compatibility

The safety camera market is full of “AI” labels. What separates viable retrofits from perpetual pilots is whether they can be installed quickly, supported across a mixed fleet, and integrated into existing driver displays and recorders.

Waste Today’s August 2023 reporting by managing editor Bob Gaetjens gave more of the nuts-and-bolts detail that procurement and fleet engineering teams need. The outlet reported Brigade launched AI-equipped detection cameras to the U.S. market, describing them as active blind-spot detection cameras that recognize humans in a defined zone and warn drivers visually and audibly before a possible collision. Waste Today also reported that detected people appear in a colored box overlay on the HD camera image shown on the driver’s monitor, and that image processing and the overlay are built into the camera.

Those implementation choices have practical consequences. If the processing is done at the camera, it reduces dependence on a separate compute box and can simplify troubleshooting. Waste Today further reported the cameras are plug-and-play, connect directly to Brigade monitors and, if required, buzzers, and are compatible with Brigade HD monitors and MDR digital video recorders. For fleets standardizing on a monitor and recorder family, that compatibility language is the kind that should be written into upfit standards, not left to an installer’s best effort.

Where this shows up in budgets: training, evaluation cycles, and shop throughput

PR Newswire’s release and Waste360’s preview both emphasized Brigade’s WasteExpo presence, including Backeye360 and Brigade Telematics alongside the AI360 VR demo. That combination, cameras plus cloud fleet management, hints at how vendors want the stack to be bought: hardware in the cab and on the body, plus a software layer that helps safety managers and fleet teams track deployments across locations.

Waste Dive’s Waste Management example suggests a different budget owner may get involved: maintenance operations. If VR or adjacent immersive tools can reduce the minutes lost per repair job to reference information, the justification is less about safety compliance and more about shop throughput and vehicle uptime. Even if that workflow ends up being augmented reality on tablets rather than full headsets, the operational bar is the same: information needs to be available at the point of work, and adoption needs to be frictionless.

Waste Dive also reported another WasteExpo VR application that maps to procurement: CP Group unveiled a “Virtual MRF,” a VR experience that simulates a recycling facility using CP equipment. The company described it as an industry first for recycling equipment manufacturing, according to Waste Dive’s writeup referencing Waste Today Magazine coverage at the time. The point for buyers is straightforward, VR can compress the early stage of an equipment evaluation when site visits are hard to schedule and layouts are still fluid.

How fleet and MRF operators can use this trend in the next refresh cycle

• Write “demo format” into the evaluation plan. If vendors can provide a VR walk-through of cab sightlines or a Virtual MRF, require it early and use it to collect operator acceptance feedback before scheduling installs or travel.
• In camera specs, ask where the detection overlay is computed and displayed. Waste Today reported Brigade’s overlay is built into the camera and shown on the driver monitor. That affects troubleshooting, replacement procedures, and what happens when you change monitors.
• Confirm retrofit compatibility in your standard work. Waste Today reported Brigade’s cameras connect directly to Brigade monitors, buzzers, and MDR digital video recorders. Match that to what’s already installed across your fleet, then price the installation labor for the least common truck configuration, not the most common.
• For maintenance leaders evaluating immersive tools, define one metric up front. Waste Dive’s Waste Management note framed VR around time lost stepping away from repairs to look up information. Track that specific “walk-away” time in a pilot so the tool is judged on throughput, not novelty.