Fleet & logistics

Predictive intelligence for fleets that run lean

From delivery vans to semi trucks and specialty rigs, DynFleet combines proactive monitoring and telemetry with service records, warranties, and our intelligence engine—so you see each unit's state and which vehicles need attention next.

Commercial fleet maintenance shop with box trucks and service bays

Fleet shops & maintenance programs

DynFleet fits operators who run vehicles and the bays that keep them moving—priority scheduling, mixed commercial units, and telemetry that matches what techs see on the floor.

What you find out too late—without a weekly priority list

DynFleet tags semis, reefers, box trucks, and specialty units in one app. These are the kinds of failures SMB fleets live with when telemetry, records, and device state never meet—until the tow bill or the angry customer call.

Semi — linehaul

Friday afternoon, no spare tractor

Coolant and load trends looked "fine" in the morning. By mile 400 the unit shuts down on a contracted lane. Dispatch scrambles; the customer asks if you knew.

Could have surfaced: Rising heat under steady load plus repeat fault history—ranked for shop pull before the weekend run.

Reefer — cold chain

Product temp fine at departure—not at delivery

The driver never got a warning. QA rejects the load. You debate whether it was unit, door seal, or pre-trip—and whether insurance covers "maybe."

Could have surfaced: Reefer runtime and box drift vs. similar routes—flagged for inspection while the trailer was still in the yard.

Delivery — last mile

Brakes "passed" until they didn't

Stop-and-go routes chew through friction faster than calendar PM assumes. A roadside hold empties a van on the day you promised same-day windows.

Could have surfaced: Duty-cycle-heavy units climbing the risk list ahead of lighter routes—bay time scheduled before DOT or failure.

Flatbed — construction freight

Tire money you didn't budget

One steer tire on a loaded haul. No blowout—just a shredded casing, three-hour delay, and a GC asking who pays idle time.

Could have surfaced: Uneven wear pattern vs. fleet baseline after similar loads—recommended rotation or pull before the long haul.

Dump — municipal / site work

Hydraulics fail at the pour

The truck made every run yesterday. Today the body won't lift with a full load. Crew stands down; rental is booked at premium rates because you're out of options.

Could have surfaced: Hydraulic cycle stress and prior fluid work in records—priority for proactive service between job sites.

Tanker — bulk haul

Small leak, big paperwork

Vibration felt "normal" until product loss triggers cleanup, reporting, and downtime you cannot schedule away.

Could have surfaced: Pump and mount vibration drift against history—maintenance window before the hazmat phone rings.

Tow & recovery

Your revenue truck becomes the breakdown

Peak winter call volume. The one wrecker with the most winch hours is the one that won't spool—while contracts stack on hold.

Could have surfaced: Winch and PTO duty vs. PM gaps in service records—moved to the top of the weekly shop list.

Box truck — local freight

Doors, lifts, and idle time you don't see

Missed stops because the lift gate lagged, then failed mid-route. Customers don't care that the engine still runs.

Could have surfaced: Accessory strain and idle hours on high-stop routes—ranked before the busy season, not after chargebacks.

DynFleet combines proactive monitoring, telemetry, maintenance records, and warranty context into a plain-language weekly outlook—so you act on uncertainty before it becomes a headline. How fleets reduce roadside breakdowns.

Outcomes fleet managers care about

  • Prioritize PM before failures hit the road
  • Align shop days with route commitments
  • Spot repeat offenders across drivers and routes
  • Give leadership a weekly risk snapshot

What we do not publish

Feature weights, sensor fusion recipes, and vendor-specific scoring are confidential. You receive clear recommendations and confidence bands—not our playbook.

Pilot interest for 10-200 unit fleets

We are onboarding SMB operators who want proactive monitoring, telemetry, and device-state intelligence—without a full telematics rip-and-replace.

Sign up here