CARITHM AI
No Sensors. No Hardware. No Excuses.

Predict Vehicle Failures
Before They Happen

Carithm forecasts component failures using only vehicle metadata and climate data. No OBD dongles. No telematics hardware. Just accurate predictions—delivered before your customer's car breaks down.

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Why This Is The Future

The Industry Is Still Reacting.
Carithm Is Already Predicting.

Today's automotive service model is built on a broken assumption: wait for a warning light, then fix it. That's reactive maintenance. It's expensive, unpredictable, and increasingly unacceptable to operators managing real costs.

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The Old Way: Reactive

Wait for symptoms. Diagnose after breakdown. Pay 3–4x in emergency repairs, towing, and lost vehicle availability. Customers are blindsided. Trust erodes.

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The Current Way: Scheduled

Change oil every 5,000 km regardless of condition. Replace parts on a calendar, not based on actual wear. Wasteful, imprecise, and still misses real failures.

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The Carithm Way: Predictive

Know which component will fail, when, and why—before it happens. Intervene at the right time. Eliminate surprise breakdowns. This is where the industry is heading.

Why Predictive Maintenance Is Becoming the Industry Standard

Fleets can't afford surprise downtime. A single unexpected breakdown in a commercial fleet costs far more than the repair—lost revenue, emergency logistics, customer SLA breaches. Operators who can see failures coming have a structural competitive advantage over those who can't.

Sensor-based systems have hit a wall. OBD telematics and IoT hardware require installation, maintenance, connectivity, and per-unit cost at scale. They work for new vehicles in controlled environments. They fail for older fleets, remote regions, or any operator who can't install hardware on every vehicle.

Carithm removes all of that friction. No hardware means no installation cost, no connectivity requirement, no per-device fee. Just input vehicle data—and get component-level predictions immediately. This is accessible to any operator, anywhere.

The data already exists—it just wasn't being used. Engine codes, mileage, drivetrain type, climate conditions—this information is already known for almost every vehicle on the road. Carithm applies engineering-based wear curves to that data to generate predictions that are specific, actionable, and accurate.

Service centers are leaving money on the table. The difference between a service advisor saying "you might want to replace that" versus "this component has 23% health and will fail within 8,000 km based on your driving pattern" is the difference between a customer declining and a customer approving. Data closes that gap.

Regulators and insurers are paying attention. As fleet safety standards tighten globally, predictive maintenance documentation is becoming a compliance asset—not just an operational one. Operators who adopt early build a defensible record of proactive care.

This Happens Every Week

And it's entirely preventable.

A customer comes in for a routine oil change.

The advisor flags a degrading fuel pump. Shows the ECU data. Explains the risk.

"But the car still runs fine."

Customer declines. Drives out.

Two weeks later: stranded on Sheikh Zayed Road. Tow truck. Engine stress damage. Bill: 4x the original repair.

The advisor knew. The data showed it. But without a clear, visual, component-level breakdown showing exactly when and why failure was coming—the customer didn't believe it was urgent. Carithm makes that urgency undeniable.

What Carithm Actually Does

Input vehicle metadata. Get a full component health report with remaining useful life predictions—in seconds.

You Provide Carithm Analyzes
Engine Number (e.g. P5654321)Identifies engine code, applies manufacturer-specific wear curves for that exact configuration
Total KM & Years in ServiceCalculates actual fatigue cycles vs. each component's engineered life limit
City vs. Highway SplitAdjusts heat soak, cooling patterns, and stop-start wear factors accordingly
Drivetrain & Body TypeFWD/RWD/AWD + Sedan/SUV/Hatchback changes brake bias and differential wear distribution
Transmission TypeAutomatic vs. Manual changes fluid degradation and clutch-related component modeling
Operating Region / ClimateTemperature, humidity, dust, and UV exposure tuned per location—GCC, Europe, Asia, Americas
OUTPUT 10–15+ components with Health %, Remaining Useful Life in km and months, and service recommendations
Step 1: Vehicle Input
Carithm vehicle input interface showing engine number, mileage, drivetrain, and driving conditions
Engine-specific input with drivetrain selection and driving conditions (city/highway)
Step 2: Component Health Report
Carithm predictive maintenance output showing component health percentages and remaining useful life
Component-level Health % and Remaining Useful Life with prioritized service recommendations

Adaptive coverage: 10–15+ components analyzed per vehicle. The component list and wear curves are customized based on engine type, manufacturer, drivetrain, and local climate. Every report is specific—not templated.

What Makes Carithm Different

✓ No Hardware Required

Zero installation. Zero OBD dongles. Zero per-device cost. Works on any vehicle, anywhere, using data you already have.

✓ Engine-Specific Wear Curves

Precise degradation models for 50+ engine configurations—Toyota 1GR-FE, 2GR-FE, Mercedes M274, Mazda SkyActiv, and more. Not averages. Not guesses.

✓ Climate-Tuned Predictions

GCC heat degrades rubber and fluids differently than European winters. Carithm accounts for your operating environment in every calculation.

✓ Drivetrain-Aware Logic

AWD, FWD, RWD brake bias and differential wear are modeled separately. Predictions match the actual physics of each vehicle configuration.

✓ Scales From 1 to 200+ Vehicles

Individual service center reports or full fleet monitoring dashboards. Carithm works at any scale without added hardware complexity.

✓ 10–15 Components Per Report

Brake pads, fuel pump, battery, oxygen sensor, bushings, tires, water pump, air filter, timing chain, cabin filter, spark plugs, brake fluid—and more.

Built For

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Service Centers

Know what to expect before the car arrives. Arm advisors with data that customers can actually see and understand.

  • ✓Higher upsell acceptance rates
  • ✓Faster intake and inspection
  • ✓Build long-term customer trust
  • ✓Reduce liability from missed warnings
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Fleet Operators

Eliminate surprise breakdowns across your entire fleet. Plan maintenance on actual data, not guesswork.

  • ✓Prevent costly roadside breakdowns
  • ✓Optimize maintenance budgets
  • ✓Maximize vehicle availability
  • ✓Monitor 20–200+ vehicles remotely
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Rental Companies

Keep every vehicle on the road. Schedule proactive maintenance between rentals before problems strand a customer.

  • ✓Zero unexpected customer breakdowns
  • ✓Maximize fleet uptime and revenue
  • ✓Reduce emergency repair costs
  • ✓Improve safety compliance records

Frequently Asked Questions

How can you predict failures without sensors?

Because component degradation is largely predictable from physics. Every engine has known wear rates. Every climate applies known stress multipliers. Every drivetrain configuration changes load distribution in documented ways. We apply engineering-based wear curves to vehicle metadata—and the math produces accurate predictions without needing live sensor data.

How accurate are the predictions?

Accuracy depends on the quality of inputs. With correct engine code, mileage, and driving conditions, our models produce component health estimates within meaningful tolerance ranges—specific enough to be actionable for service planning and customer communication.

What components does Carithm analyze?

Brake pads, fuel pump, battery, oxygen sensor, suspension bushings, tires, water pump, air filter, timing chain/belt, cabin filter, spark plugs, and brake fluid—plus additional components that vary by engine type and manufacturer. Every report is tailored to the specific vehicle.

Does it work outside the UAE?

Yes. Predictions adjust for any climate globally. Whether you're operating in GCC heat, European winters, tropical humidity, or dusty inland conditions—we tune wear algorithms to your specific operating environment.

What's the pricing model?

Per-report pricing for service centers, monthly subscriptions for fleet operators. Pricing is customized based on volume and region. Contact us for a quote.

How is this different from existing fleet telematics tools?

Telematics tools require hardware installation on every vehicle, connectivity infrastructure, and ongoing device costs. They also only work going forward—they have no historical modeling for vehicles without prior data. Carithm requires no hardware, works immediately on any vehicle, and builds predictions from the vehicle's full service history rather than just live telemetry.

The industry is moving here. Get ahead of it.

Stop Reacting. Start Predicting.

Book a demo and see exactly what Carithm produces for your vehicles—no hardware, no commitment, no friction.

Request a Demo