CARITHM AI

Predict Component Failures
Before the Breakdown

AI-powered predictive maintenance reports for service centers and fleet operators. Climate-adjusted for your region. No sensors required.

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Or try our AI diagnostic tool ↓

The Preventable Breakdown

A customer rejects a fuel pump replacement.

The advisor shows ECU scan data. Explains the risk.

"But the car still runs fine."

Customer walks out.

Two weeks later: stranded, tow truck, engine damage. Cost: 3-4x the original service.

This happens every week in service centers worldwide. The data exists—runtime hours, degradation rates, failure probability. But customers don't act on data they can't see as urgent.

🔧 For Service Centers

  • ✓ Higher upsell acceptance: Data-backed recommendations customers trust
  • ✓ Better customer relations: Show proof, build loyalty, reduce disputes
  • ✓ Improved workshop planning: Know what to check before cars arrive
  • ✓ Faster intake: Pre-arrival health insights streamline inspections

🚗 For Fleet Operators

  • ✓ Prevent costly breakdowns: Schedule maintenance before failures occur
  • ✓ Optimize service budgets: Predict expenses, plan proactively
  • ✓ Reduce downtime: Keep vehicles operational, maximize fleet availability
  • ✓ Remote monitoring: Track vehicle health across 20-200+ vehicles
Our Core Platform

The Complete Carithm Predictive System

Our flagship predictive maintenance platform forecasts component failures BEFORE they happen—using vehicle metadata and climate data, no sensors required.

✓ This is what service centers and fleet operators actually use

Step 1: Vehicle Input
Carithm Input Interface
Engine-specific input with drivetrain selection and driving conditions (city/highway)
Step 2: Predictive Analysis
Carithm Health and RUL Output
Component-level Health% and Remaining Useful Life with preventive maintenance recommendations

Adaptive coverage: 10-15+ components analyzed per vehicle. Component list and wear curves customized based on engine type, manufacturer, and your local climate conditions.

✓ Engine-Specific Analysis

Precise wear curves for 50+ engine configurations including Toyota 1GR-FE, 2GR-FE, Mercedes M274, Mazda SkyActiv, and more. Not generic estimates.

✓ Climate-Adjusted for Any Region

Predictions adapt to local temperature, humidity, dust, and driving patterns. From GCC heat to European winters—accurate anywhere.

✓ Drivetrain-Aware Logic

AWD, FWD, RWD brake bias and differential wear coefficients. Accurate predictions per vehicle configuration.

✓ No Sensor Dependency

Works with vehicle metadata only. Ideal for remote fleet audits or vehicles without OBD access.

✓ Global Climate Intelligence

Operates worldwide. We customize wear algorithms for your region—GCC, Europe, Asia, Americas—accurate predictions globally.

✓ Comprehensive Component Coverage

Analyzes major service parts: brake pads, fuel pump, battery, sensors, filters, timing components, and more based on vehicle type.

Request Full System Demo
Interactive Demo Tool

Try Our AI Diagnostic Assistant

Enter a vehicle issue below and get instant AI-powered diagnostic insights. This is a separate tool that showcases our AI capabilities.

⚠️ Note: This is NOT our predictive maintenance system

This diagnostic tool helps identify existing problems. Our Carithm platform (shown above) predicts component failures BEFORE they happen—completely different technology.

AI Diagnostic Assistant (Demo Tool) Try it out - enter any car problem

Impressed? See our predictive maintenance system above

↑ Back to Our Predictive Platform

How Carithm Works

Input Parameter What Carithm Analyzes
Engine Number (e.g. P5654321) Matches engine code (e.g. SkyG_1.5) and applies manufacturer-specific wear curves
Total KM & Years Owned Calculates fatigue cycles vs. component designed life limits
Driving Conditions City vs. Highway weighting affects heat soak and cooling patterns
Vehicle Profile FWD/RWD/AWD + Sedan/SUV/Hatchback adjusts brake bias and wear distribution
Transmission Type Automatic vs. Manual affects fluid and component wear calculations
Local Climate Data Regional temperature, humidity, dust, and environmental factors customized per location
OUTPUT REPORT 10-15+ components with Health% + RUL (km & months)

Built For

🔧

Service Centers

Get vehicle health insights before cars arrive. Faster intake, better workflow planning, higher upsell acceptance.

🚗

Fleet Operators

Predict maintenance needs across 20-200 vehicles. Reduce unexpected breakdowns, optimize service budgets.

📊

Rental Companies

Monitor vehicle health remotely. Schedule proactive maintenance, maximize uptime, minimize emergency repairs.

Frequently Asked Questions

How does Carithm work without physical sensors?

We use vehicle metadata (engine code, mileage, age, drivetrain) combined with climate data and engineering-based wear curves to model component degradation. No OBD dongle or telematics hardware required.

What components can Carithm predict?

Most major service components including Brake Pads, Fuel Pump, Battery, Oxygen Sensor, Bushings, Tires, Water Pump, Air Filter, Timing Chain, Cabin Filter, Spark Plugs, and Brake Fluid. Additional components vary by engine type and manufacturer. All predictions factor in your local climate conditions.

Does it work in my region?

Yes. Carithm adjusts predictions based on your local climate—whether it's GCC heat, European cold, tropical humidity, or desert dust. We customize wear calculations for your specific operating environment.

How accurate are the predictions?

Our engine-specific wear curves are based on OEM design life data and real-world degradation patterns. Predictions are probabilistic estimates, not guarantees—advisors still verify during physical inspection.

What's the pricing model?

We offer per-report pricing for service centers and monthly subscriptions for fleet operators. Contact us for a custom quote based on your volume and region.

Ready to predict failures before they happen?

Book a 10-minute demo to see the full Carithm platform in action.

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