Virtual Sensors for OEMs and Tier 1s
Reduce Costs, Unlock SDV Capabilities and Drive Aftersales Business
COMPREDICT delivers advanced software solutions for Tire Wear, Brake Wear, hardware sensor replacement and more. Our Virtual Sensor technology uses readily available vehicle data and can easily be integrated with your SDV stack.
Explore aLL Virtual Sensor Use Cases
Unlock business value from your SDV stack
- Capitalize on the shift to powerful in-vehicle processing.
- Easily incorporate embedded AI in Chassis and Powertrain domains.
- Leverage your vehicle OS for new features.
Wheel Force Transducer
Damper Forces
Driveshaft Torque
Vehicle Mass Sensor
Tie Rod Forces
Learn how you can make your series vehicles as smart as your development vehicle.
Reduce BOM and complexity with our Virtual Sensors
- Eliminate hardware sensors and wiring.
- Avoid sensor failure from physical degradation.
- Configure to any vehicle model with ease.
Headlight Leveling
Tire Pressure
Tire Temperature
e-Motor Temperature
Brake Temperature
Suspension Displacement
Learn how to replace headlight and tire pressure sensor with AI.
Generate additional revenues
- Monitor wear, fatigue, and anomalies in real-time.
- Use data-driven end-of-life forecasts for usage-based maintenance.
- Boost customer loyalty with tailored maintenance plans and personalized offers for replacement parts.
Explore aLL Virtual Sensor Use Cases
New SDV Capabilities
Unlock business value from your SDV stack
- Capitalize on the shift to powerful in-vehicle processing.
- Easily incorporate embedded AI in Chassis and Powertrain domains.
- Leverage your vehicle OS for new features.
Wheel Force Transducer
Damper Forces
Driveshaft Torque
Vehicle Mass Sensor
Tie Rod Forces
Hardware Replacement
Reduce BOM and complexity with our Virtual Sensors
- Eliminate hardware sensors and wiring.
- Avoid sensor failure from physical degradation.
- Configure to any vehicle model with ease.
Headlight Leveling
Tire Pressure
Tire Temperature
e-Motor Temperature
Brake Temperature
Suspension Displacement
Aftersales Business
Generate additional revenues
- Monitor wear, fatigue, and anomalies in real-time.
- Use data-driven end-of-life forecasts for usage-based maintenance.
- Boost customer loyalty with tailored maintenance plans and personalized offers for replacement parts.
Tire Wear
Brake Wear
Experience our Technology
Experience our Virtual Sensors in Motion with the COMPREDICTOR Demo Car.
The COMPREDICTOR is our state-of-the-art demo vehicle equipped with COMPREDICT’s cutting-edge Virtual Sensors, showcasing how software can replace traditional hardware sensors and unlock smart vehicle insights. Whether you’re an OEM or Tier 1 supplier, you can experience our groundbreaking technology firsthand. We can bring the COMPREDICTOR to your facility or welcome you to ours for a personalized demonstration.
Who are our customers?
Vehicle Architecture / SDV teams
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If you are a Software-Defined Vehicle (SDV) Architect, this is for you:
In the era of SDVs, your mission is to unlock the full potential of in-vehicle processing and capabilties while reducing hardware costs. The goal: embed AI seamlessly into chassis and powertrain systems, leverage vehicle OS capabilities, and enable scalable, innovative features.
Our Solution: COMPREDICT’s Virtual Sensors help SDV teams replace costly hardware with software-based solutions, unlocking new business value. Easily integrate AI-powered Virtual Sensors into your vehicles to capitalize on the power of your SDV architecture.
Digital Business / After Sales teams
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If you are part of a Digital Business or Aftersales Team, this is for you:
In today’s competitive automotive market, your mission is to generate additional revenue streams while enhancing customer loyalty. The goal: monitor customer vehicles’ wear, fatigue, and anomalies in real-time, use data-driven end-of-life forecasts for predictive maintenance, and boost revenue with personalized offers and tailored service plans.
Our Solution: COMPREDICT’s Virtual Sensors enable you to unlock new revenue opportunities by transforming vehicle data into actionable insights. Create predictive maintenance solutions, optimize replacement part strategies, and deliver personalized digital services to elevate the customer experience.
WHY COMPREDICT?
100%
fully software-based technology
10 MIO
deployed Virtual Sensors across Renault Group vehicles*
10
countries where top OEMs work with us
100%
compatible with any Software-Defined Vehicle
OUR PARTNERS
How to get started?
To get started, we need access to the right vehicle data:
- Vehicle data is typically collected through CAN-Bus signals, Ethernet, or SAE J1939 (for commercial vehicles).
- At the beginning of our collaboration, we’ll provide a signal list for the Virtual Sensor you choose. This ensures all necessary data is available.
- If you need help gathering data, we can offer professional services or connect you with partners, such as data logger providers.
Depending on the Virtual Sensor you choose:
- Some sensors (e.g., tire wear, vehicle mass) work immediately with automated self-parameterization.
- Other sensors (e.g., wheel force transducer, tie rod forces) require calibration before deployment.
Calibration Process:
- Collect the necessary data from a reference vehicle (CAN-Bus signals + ground truth measurements from physical sensors).
- Data can be obtained from prototype vehicles, series production vehicles, or test bench data.
- COMPREDICT handles calibration through our Virtual Sensor Platform, including:
-
- Data preprocessing
- Feature selection and model tuning
- Validation of the Virtual Senso
Once calibrated, Virtual Sensors can be deployed in two ways:
- Cloud Deployment:
- Done via COMPREDICT’s Virtual Sensor Platform.
- Requires access to vehicle data (CAN-Bus, Ethernet, or SAE J1939).
- In-Vehicle Deployment:
- Sensors are hardware-agnostic and can work with any system or middleware.
- To ensure smooth deployment, share your vehicle’s technical requirements and architecture with us.