AI-Powered Predictive Maintenance

Total Fleet Health Management

The only full-stack, AI-based solution that predicts vehicle failures before they happen. Building on 15+ years of telematics and fleet diagnostic expertise, trusted by OEMs, Tier-1 suppliers, and enterprise fleet operators managing over 350,000 vehicles worldwide.

The Industry Challenge

Commercial fleets lose millions annually due to unplanned breakdowns. The industry needs AI that predicts failures before they occur.

$760
Daily cost of downtime per truck (Excludes lost revenue)
8.7 days
Unplanned downtime per vehicle, annually
46%
Of fleet maintenance is unscheduled or emergency
$26,000
Maintenance cost per vehicle/year
$3,000
Average cost of emergency service per vehicle
350,000+
Vehicles Monitored Globally
22%
Savings in Maintenance
$5,600
Net Annual Savings per Vehicle
15+
Years of Telematics Expertise
Technology

Five-Layer AI Architecture

The only deep-tech AI company built for Fleet Health, covering all layers end-to-end.

Layer 1

Data Ingestion

J1939, CANbus, OBD-II, telematics APIs - we ingest data from any source.

Works with existing telematics like Geotab or Questar hardware for deeper data access.

Layer 2

Foundation Model

Patent-pending GPT for sensors that learns vehicle behavior from raw data.

Foundation model that learns vehicle behavior from raw sensor streams.

Layer 3

Health Scoring

Adaptive anomaly detection per system, per vehicle for precise insights.

Monitors 100+ vehicle systems including engine, transmission, brakes, and more.

Layer 4

AI Intelligence

LLM pipelines deliver natural language insights you can act on immediately.

Clear answers: what to fix, when, and why it matters.

Layer 5

Agentic Actions

Autonomous chat agent with deep research capabilities for fleet data.

System keeps learning and improving recommendations over time.

Patent-Pending IP

Foundation model that learns vehicle behavior from raw sensor streams.

Hardware Flexible

Works over existing telematics (e.g., Geotab) or with Questar's hardware for deeper data.

Breadth of Capabilities

The only company covering all five layers of AI end-to-end.

Benefits

Questar Helps You Meet the KPIs That Matter Most

Availability, efficiency, and cost control.

Higher Uptime

Catch failures before they strand a vehicle. Questar flags the risk of getting worse—so you fix early, keep availability, and cut roadside breakdowns.

25%
Less Unplanned Downtime

Predictable Costs

Bundle predicted repairs with scheduled PM to lower cost per service event. Your customers see stable maintenance spend—not emergency invoices.

30%
Less Repair Cost

Faster Repairs

Know what's wrong before the vehicle arrives. Right parts, right technician, first-time fix—and data to back up every SLA report.

20%
Less Emergency Premium

Better Fuel Efficiency

Healthier vehicles mean better fuel efficiency and lower emissions. Track deterioration trends to extend asset life.

3%
Less Fuel Cost
Compatibility

Works with All Types of Vehicles and Equipment

Our solution is designed to be compatible with all types of vehicles and motorized equipment, including trucks, agricultural vehicles, tractors, excavators, construction machinery, and other specialized equipment. It can also be adapted to motorized equipment used in sugarcane farming and harvesting operations.

This versatility makes it possible to provide a reliable and suitable solution across a wide range of machinery, regardless of its type, application, or working environment.

Commercial Trucks

Long-haul and regional freight

Buses & Public Transit

Urban and intercity transportation

Agricultural Vehicles

Farming and harvesting equipment

Construction Machinery

Heavy equipment and excavators

Industrial Equipment

Manufacturing and logistics

Specialized Equipment

Custom and niche applications

Holistic Vehicle Health Monitoring

Questar monitors 100+ vehicle systems to provide complete visibility into fleet health.

Engine
Transmission
Brakes
Cooling System
Lubrication
Fuel System
Air Intake
Electronics
Suspension
Steering
Tires
HVAC

Questar Across All Operations

The Operations Manager View

Full Fleet Visibility. Better Availability. Smarter Decisions.

What you can do

  • See your entire fleet at a glance
  • Drill down by location, group, or model
  • Get a ready-made priority list

Why it matters

  • More uptime - buses stay on routes
  • Fewer surprises - catch problems 2-4 weeks early
  • Smarter planning based on actual condition

The Maintenance Manager View

Fewer Breakdowns. Faster Repairs. Lower Maintenance Costs.

What you can do

  • Focus on the right vehicles first
  • Know exactly what to fix and why
  • Spot patterns across the fleet

Why it matters

  • Fewer breakdowns - catch small issues early
  • Faster repairs - technicians know what to expect
  • Lower maintenance costs - prevent expensive failures

The Finance Manager View

Lower Costs. Clearer ROI. Smarter Fleet Investment.

What you can do

  • See the cost of waiting
  • Protect asset value over time
  • Connect maintenance to financial outcomes

Why it matters

  • Lower total maintenance costs
  • Fewer emergency expenses
  • Better fuel and sustainability performance
Success Stories

ROI & Customer Success

Engine Recall Prevention

Collaboration between Questar and local importer identified engine breakdown trends and parts shortage. Early detection of low oil pressure indicating oil pump malfunction.

280+
Engines Saved in 2025
$10M
Repair Cost Saved

Public Transportation Company

Case study with 1,100 buses monitoring 4 families of key failures: Engine heat, Oil pressure, Coolant, Urea. End-of-day process improvement based on Questar recommendations.

400 days
Less Unplanned Downtime
8%
Reduction in Malfunctioning Vehicles
$500K
Engine Damages Cost Savings
75%
Reduction in Engines Damaged

Leasing & Operator Customer

Leasing company of ~5,000 commercial vehicles (Trucks & Buses) providing maintenance services under service contracts to leading enterprise fleets.

>$2M
Maintenance Cost Savings (Jan-Dec 2024)

What Customers & Partners Are Saying

"Traditional fleet management tools stop short of proactive vehicle health optimization. With Questar's predictive capabilities, we can go beyond and deliver the first large scale integration of fleet management with predictive vehicle health in a unified solution across our multi-brand, global customer base."

Jan-Maarten De Vries

CEO

Bridgestone Mobility Solutions

"Questar has significantly contributed to optimizing our operations and reinforcing our commitment to provide safe and reliable transportation."

Ronen Wolff

VP Maintenance, Logistics & Safety

Kavim Public Transportation Ltd

"Questar's real-time edge data with Fleetguard's industry-leading filtration solutions, shifts reactive to proactive decision-making, enabling smarter, faster and more confident choices."

Matthew Ferguson

Fleetguard FIT Global Product Manager

Atmus Filtration Technologies

Ready to Transform Your Fleet Operations?

Join the 350,000+ vehicles already benefiting from predictive maintenance. See how Questar can save you $5,600 per vehicle annually.