Sensor-Less Fleet Intelligence

Replacing physical sensors with engineering logic. Generate Health% and RUL reports based on vehicle configuration and local climate-based operational cycles.

Carithm AI analyzes metadata like engine type, age, mileage, and local climate to provide actionable maintenance insights — no OBD dongle required.

AI Output Preview

Carithm Preliminary Health Report Dashboard

Calculated Health% for a 1GR-FE engine profile in UAE Highway cycles.

Input Parameter	AI Analysis Logic
Engine Code (e.g. 1GR-FE)	Applies specific thermal efficiency & timing wear curves.
Km & Vehicle Age	Calculates fatigue cycles vs. "Designed Life" limits.
Drivetrain (AWD/FWD)	Adjusts brake bias & differential wear coefficients.
Driving Area (City/Hwy)	Weight for stop-go heat soak vs. highway cooling.
Replacement History	Resets component wear-clocks in the digital twin.
OUTPUT REPORT	Health% + RUL (Remaining Useful Life)

Climate-Aware Wear

Adjusts predictions based on local temperature, humidity, and driving style to ensure realistic Health% everywhere.

No Sensor Dependency

Ideal for remote fleet audits or vehicles without OBD port access.

Drivetrain-Aware Brakes

Specific bias logic for AWD/FWD/RWD systems ensures accurate pad wear predictions.

Fleet & Service Friendly

Built for service centres, fleet operators, rental companies & automotive engineers.

Frequently Asked Questions

How does Carithm AI work without sensors?

It uses vehicle metadata and local climate to model wear, heat stress & remaining life.

Who benefits from these reports?

Fleet operators, service centres, rental companies and automotive engineers.

Does it adjust for climate & driving conditions?

Yes — Carithm AI factors in local conditions for more accurate predictions.

Want to learn more or request a demo?

Write to us at carithmai29@gmail.com