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.

Backed by Toyota

Trusted by Renault Group

Our Solutions

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 Forces
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.

Learn how Virtual Sensors for tire and brake boost your business.

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 Forces
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

Client Profiles

Who are our customers?

Quick Facts

WHY COMPREDICT?

100%

fully software based technology

10 MIO

deployed Virtual Sensors across Renault Group vehicles*

10

countries where top OEMs chose to work with us

100%

integrable to any Software Defined Vehicle

Begin Your Journey​

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:

  1. Collect the necessary data from a reference vehicle (CAN-Bus signals + ground truth measurements from physical sensors).

  2. Data can be obtained from prototype vehicles, series production vehicles, or test bench data.

  3. COMPREDICT handles calibration through our Virtual Sensor Platform, including:
    • Data preprocessing
    • Feature selection and model tuning
    • Validation of the Virtual Sensor

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.

Step Into Tomorrow​

Experience our Technology

Experience the Future of Software-Defined Vehicles 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.

Don’t miss out on this opportunity and book your demonstration now.

We are specialized in developing Virtual Sensors, intelligent algorithms turning available vehicle signals into valuable insights. To achieve this, we combine deep data science know-how and automotive domain expertise.

Contacts

COMPREDICT GmbH
Rheinstraße 40-42
64283 Darmstadt, Germany

2025© All Rights Reserved.

Let’s Build Your Business Case Together

Share your details, and we’ll help tailor COMPREDICT’s Virtual Sensors to your needs.
We will get in touch within 2 business days.

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.

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.

Request Your COMPREDICTOR Demo Experience

Discover how our Virtual Sensors redefine vehicle insights and replace traditional hardware. Let us know your preferred location for a personalized demonstration.