TireIQ™ Platform · Revvo AI

Reduce Preventable
Tire-Related CSA
Exposure

Revvo helps commercial fleets detect tire anomalies earlier with AI-powered sensor monitoring, real-time visibility across every vehicle, and prioritized alerts your maintenance team can act on.

Built for logistics, food & beverage, waste management,
oil & gas,
and Class 6–8 commercial fleets

Fleet verticals served:
Logistics & Freight Food & Beverage Distribution Waste Management Oil & Gas / Fuel Carriers Class 6–8 Commercial
Blue semi-truck driving on a highway at sunset

The Problem

Tire Violations Are Largely Preventable

The Vehicle Maintenance BASIC tracks equipment condition violations across your fleet. Tire pressure, wear, and condition issues appear in roadside inspections and compound over time.

Inspections find what drivers can't see

Roadside stops and weigh station checks catch tire pressure, tread depth, and condition issues that standard pre-trip checks often miss. Each violation goes on record and directly affects your Maintenance BASIC percentile.

Manual checks have a coverage gap

Drivers and yard inspectors catch visible problems. Slow leaks, early-stage pressure loss, and abnormal temperature buildup develop between inspection intervals. Continuous sensor data closes that gap.

A roadside failure costs more than the tire

Towing, dispatch labor, delivery delays, and a potential inspection citation compound the cost. Acting earlier on tire condition changes the economics before an event occurs.

CSA / BASIC Overview

Vehicle Maintenance BASIC tracks tire condition

  • Brakes
  • Lights & Signals
  • Tires & Wheels
  • Cargo Securement
  • Steering & Suspension
  • Coupling Devices

Tire and wheel violations are among the most common equipment-related inspection deficiencies. Most tire issues are measurable before they surface in a roadside stop or inspection report.

Why Tires

Tire Condition Is Measurable
Before Problems Surface

Pressure, temperature, wear rate, and load conditions can all be tracked in real time. Most tire issues that eventually show up in violations or failures gave measurable signals days or weeks earlier.

Pressure

Under-inflation is the leading driver of premature tire failure

Pressure deviations are detectable within minutes of a change. Slow leaks, valve failures, and load-related drops all appear in sensor data before they're visible to a driver or inspector.

Temperature

Temperature spikes point to problems that go beyond the tire

Abnormal heat buildup can indicate overloading, bearing problems, or sustained under-inflation. Catching it in the data means addressing the cause, not just the symptom.

Wear Patterns

Irregular wear reveals alignment, load, and suspension issues

Uneven wear patterns across axles signal problems that inspectors will find if your maintenance team doesn't. Tracking wear rates by vehicle gives your team the lead time to act.

Anomaly Detection

Rapid changes and route patterns indicate fleet-specific risk

Sudden pressure loss, cross-axle deviation, and route-correlated stress patterns are signals that generic TPMS systems aren't built to surface. Revvo's AI flags them specifically.

TireIQ Platform

Predictive Tire Intelligence,
Not Generic TPMS

Revvo's TireIQ platform connects physical tire sensors to an AI engine that monitors every tire on every vehicle, continuously. It surfaces what needs attention and when, with enough lead time for your team to act.

Fleet-wide sensor coverage

Every tire on every vehicle, monitored continuously. Pressure, temperature, and anomaly data from the whole fleet, not spot checks on vehicles you happen to inspect that day.

AI anomaly detection

TireIQ's AI identifies pressure trends, temperature anomalies, cross-axle deviations, and fleet-specific patterns that generic TPMS systems miss. Each fleet's baseline is learned, not assumed.

Prioritized maintenance alerts

Alerts are ranked by urgency. Your team knows which tires to address first, on which vehicles, with enough lead time to schedule work before a tire issue becomes a roadside event.

Fleet management system integration

TireIQ connects with Geotab, Samsara, Motive, Fleetio, and other platforms your team already uses. Tire intelligence in the workflow, not a separate tab to manage.

Red semi-trucks parked at a large distribution center
Fleet Tire Alerts — All Units
LIVE
Unit 247 — Left Rear Drive
76 PSI · 18% below spec · Trending down
2h ago
Unit 312 — Steer Axle Right
Temperature +12°F above baseline
3h ago
Unit 091 — Left Rear Outer
Pressure trending: 88 → 82 PSI over 48h
6h ago
Unit 158 — Drive Axle Set
Cross-axle deviation: 7 PSI difference
9h ago
Units 001–046
All tires within spec — no action needed
Now

From Setup to Action

From Sensor Data to
Maintenance Action

Four steps from tire sensor to resolved risk.

1

Connect

Sensors are installed across your fleet. TireIQ integrates with Geotab, Samsara, Motive, Fleetio, and other platforms your team already uses.

2

Monitor

AI continuously analyzes pressure, temperature, wear, and anomaly patterns across every tire on every vehicle. Continuous, not snapshots.

3

Alert

Maintenance teams receive specific, prioritized alerts: which vehicle, which tire, which issue, ranked by urgency. Enough information to act immediately.

4

Act Earlier

Teams address tire issues before they become roadside failures or inspection findings. Earlier intervention means fewer on-road events.

Semi-truck driving on a highway with connected tire data visualization

The Numbers

What Earlier Detection Supports

Fleets using TireIQ have reported meaningful reductions in tire-related on-road events. Results depend on fleet size, routes, and how teams respond to alerts.

87%
Reduction in on-road tire failures
Reported by fleets using TireIQ
1B+
Tire miles analyzed
Across logistics and industrial fleets
Class 6–8
Built for heavy commercial fleets
Purpose-built for axle loads, routes, and inspection standards that matter to commercial motor carriers.

"We were data rich and insight poor. Having Revvo automatically determine which tires needed attention was a strategic shift for our maintenance operation."

Fleet Operations Director, National Distribution Fleet

Fleets in logistics, food and beverage distribution, waste management, and oil and gas have used Revvo to support earlier maintenance intervention, more consistent tire condition records, and fewer unplanned roadside events.

Results depend on how the team acts on alerts, the routes you run, and your existing maintenance maturity.

A note on claims: Revvo helps reduce preventable tire-related risk. It does not guarantee CSA score improvement, eliminate all violations, or replace required DOT inspections and maintenance programs. Results vary by fleet and operational context.

See How Revvo Reduces
Tire-Related Risk for Your Fleet

Request a demo or a Tire Risk Walkthrough with the Revvo team. We'll show you what sensor-based monitoring looks like for a fleet like yours.

No commitment required. Typical walkthrough is 30 minutes.

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