Preventive maintenance will always be the backbone of a reliable refuse fleet. Predictive readiness gives that backbone better information sooner. The fleets that win will not be the ones with the most dashboards. They will be the ones that turn inspections, telematics, repair history, route data, and technician expertise into better daily decisions.
By Keith Whann
For years, fleet maintenance in the waste and recycling industry has been built around a simple idea: inspect the truck, follow the preventive maintenance schedule, and fix small problems before they become expensive failures. That discipline still matters. Daily inspections, routine service, tires, brakes, hydraulics, and prompt attention to defects remain the foundation of a reliable refuse fleet. A past article in Waste Advantage emphasized that these fundamentals that protect the fleet investment, reduce downtime, and help keep collection routes on schedule.1
What is changing is the amount of information available before a truck reaches the shop. Telematics, remote diagnostics, route data, AI-enabled alerts, digital inspections, and electric vehicle battery data are giving maintenance leaders a clearer view of real operating conditions. The opportunity is not to replace preventive maintenance. The opportunity is to make it smarter and more connected to the way refuse trucks work every day. In other words, the next step is predictive readiness.
Photos courtesy of The Whann Group.
The Problem with Waiting for the Breakdown
Refuse trucks operate in one of the toughest duty cycles in transportation. They stop and start constantly, idle for long periods, carry heavy loads, and run hydraulic systems throughout the route. They work in heat, rain, dust, traffic, transfer stations, landfills, and neighborhoods where delays are immediately visible to customers.
Scheduled maintenance reduces risk, but it can miss what happens between intervals. A truck may be current on preventive maintenance and still be developing a cooling issue, brake problem, hydraulic leak, battery concern, or tire condition that will show up under route stress before it shows up on a calendar.
That is why the industry is moving toward tools that use live operating data to identify risk earlier. Predictive maintenance platforms are using telematics and AI to detect patterns across engine behavior, fault codes, thermal conditions, utilization, idle time, route severity, and repair history. One fleet technology provider describes the 2026 shift as moving from simple alerts toward systems that rank what must be fixed first, what can wait, and what should be left alone (Intangles).
For a maintenance manager, that distinction matters. More alerts do not automatically create a better shop. In many cases, they create noise. The real value is turning data into a practical work plan.
From More Data to Better Decisions
The best technology does not ask a maintenance team to stare at another dashboard all day. It helps answer the questions that matter before the route begins: which trucks are most likely to fail in service, which defects are safety-sensitive, which units can finish the day, and which problems are recurring across the same model, route, or component.
That is where predictive readiness becomes useful. It connects fleet data, driver inspections, repair history, and operational priorities into one decision-making process. A small coolant temperature trend may not mean much by itself, but repeated cooling trends on high-idle routes may deserve attention before dispatch.
This is especially important as waste operations adopt more connected platforms. Routeware recently described 2026 waste and recycling operations as focused on operational visibility, real-time communication, fleet performance data, and unified platforms rather than siloed systems. For maintenance departments, a route system, inspection system, telematics system, and shop management system are more powerful when they talk to each other.
Driver Inspections Still Matter
Technology should not reduce accountability for daily inspections, but rather strengthen it. The driver remains the first line of defense because many defects are visible, audible, or felt before they become a diagnostic code.
Digital DVIRs, mobile checklists, photo documentation, time-stamped reports, and automatic maintenance tickets can close the gap between operations and the shop. Instead of a paper form sitting in a cab, the defect can be routed immediately to the right person.
This is also becoming more relevant from a compliance standpoint. Industry safety discussions around 2026 FMCSA methodology changes have highlighted increased attention on vehicle defects that a driver should reasonably observe during a walk-around inspection, such as lights, tires, and visible equipment issues.2 The message is simple: visible defects should not leave the yard.
Heat Is Also a Maintenance Issue
During the summer, heat should be part of the maintenance conversation. OSHA has extended its National Emphasis Program for heat-related hazards, and Waste Dive reported that waste collection is among the industries identified as high risk for heat injury and illness.3 Heat affects people, but it also affects equipment.
High heat stresses cooling systems, batteries, tires, hydraulics, electrical components, and air conditioning systems. A truck that tolerates a minor issue in mild weather may not tolerate that same issue on a long, stop-and-go route in extreme heat.
Technology can help, but only if it is tied to action. Temperature trends, idle patterns, route duration, fault-code history, and driver feedback should be reviewed together. The goal is to keep people safe and trucks available.
Mixed Fleets Add New Questions
The refuse industry is also watching the growth of electric collection vehicles, alternative fuels, automation, and connected vehicle systems. McNeilus has highlighted how electrification, AI, autonomy, and connectivity are shaping collection.4
For maintenance departments, the takeaway is not that every fleet will become electric overnight. The takeaway is that mixed fleets are becoming more complex. Diesel, CNG, hybrid, electric, automated, and connected vehicles require different diagnostics, parts strategies, training, safety protocols, and vendor relationships.
How to Start
Predictive readiness does not require a fleet to buy every new tool at once. Start by identifying the maintenance decisions that create the most pain today. Which failures cause missed routes? Which defects are repeatedly found after the truck leaves the yard? Which components create the highest unscheduled repair cost? Which data do we already collect but rarely use?
From there, track a small set of operating metrics: vehicle availability, preventive maintenance compliance, unscheduled downtime, repeat repairs, roadside events, DVIR closure time, technician productivity, and parts delays. Once those basics are visible, technology decisions become easier. A fleet does not need technology for technology’s sake. It needs tools that make the shop more effective.
Final Thought
The future of maintenance is not simply digital. It is human plus digital. AI may identify a pattern, but a technician still verifies the problem. Telematics may flag a fault, but a maintenance leader still decides how to schedule the repair.
Preventive maintenance will always be the backbone of a reliable refuse fleet. Predictive readiness gives that backbone better information sooner. The fleets that win will not be the ones with the most dashboards, but rather the ones that turn inspections, telematics, repair history, route data, and technician expertise into better daily decisions. That is where technology becomes a maintenance advantage. | WA
Keith Whann, Esq. is the founder of The Whann Group, LLC with more than 40 years of legal and compliance experience on issues affecting the motor vehicle industry, F&I products, and the F&I process. He is also a technology platform and mobile application creator enabling businesses in the motor vehicle, commercial truck, health care, insurance, and other industries to present, sell, and deliver products and services remotely in a transparent, compliant fashion with an exceptional user experience. Keith can be reached at [email protected] or visit keithwhann.com. Keith’s Truck On mobile App can be found in both the App and Google Play Stores.
Notes
1. https://wasteadvantagemag.com/regular-maintenance-helps-to-protect-your-investment-in-refuse-vehicles-and-keeps-trucks-running-smoothly-for-a-longer-period-of-time
2. https://pti4you.com/blog/articles/fmcsa-vehicle-maintenance-driver-observed-category-2026
3. www.wastedive.com/news/osha-extends-heat-emphasis-program-safety-construction/817809
4. https://mcneilusgarbagetrucks.com/news/mcneilus-to-showcase-advanced-refuse-and-recycling-technology-as-part-of-oshkosh-corporations-ces-2026-experience