Proactive device intelligence

Know what needs attention—before it becomes an emergency

DynFleet runs proactive monitoring and telemetry, brings in service and maintenance records and warranties, and uses our intelligence engine to understand the state of each vehicle, machine, or asset—so small and medium fleets, shops, yards, and farms can plan work instead of reacting to breakdowns.

Built for operators, not dashboards

We focus on outcomes: fewer tow bills, tighter bay schedules, safer seasons on the water, and equipment that shows up when you need it. Our intelligence engine adapts to your environment—we do not publish proprietary model design or scoring formulas on the public web.

Proactive monitoring & telemetry

Continuous visibility into how assets are running—so drift and stress show up before they become roadside, dockside, or field failures.

Intelligence engine

Our engine interprets telemetry and context to understand each device's state and surface what deserves attention this week—in plain language.

Records & warranties

Service and maintenance history and warranty coverage sit alongside live signals, so recommendations respect what was already done and what is still covered.

Digital twins—without the buzzword deck

For every asset DynFleet tracks, we maintain an operational digital twin: identity and install context, live telemetry and inspections, service and warranty records, and an intelligence engine that updates device state as conditions change. You see which chiller, truck, or rooftop unit is drifting—not a generic fleet average—and you get weekly priorities in plain language. We describe outcomes on the web; proprietary model design stays in the product.

Industrial & HVAC is where twin-style modeling is often the easiest story to tell; the same approach applies across fleet, marine, and other verticals. Read the FAQ.