Virtual Sensors, the future of mobility

Our approach combines years of automotive and durability expertise with state-of-the-art data science.

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Virtual Sensors for existing hardware replacement

Cut your product costs by reducing the number of hardware sensors in your vehicles


Virtual Sensors for additional hardware virtualization

Empower the measurement capabilities of your series or development vehicles at low costs

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Virtual Sensors for health & usage monitoring

Sense the future, detect anomalies and forecast component wear and fatigue to optimize maintenance or reduce warranty costs

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Virtual Sensors enabled digital services

Partner with us to generate new revenue streams based on Virtual Sensors

Measure more with Virtual Sensors

Our AI-based Virtual Sensors give you access to new insights about your vehicles, by reliably measuring forces, torques, temperatures, displacements, stresses, strains and much more. They are purely software-based, no additional hardware is required.

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Hardware-less strategy

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Measure the non-measurable


Cloud or embedded

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Automated setup and deployment 

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Constant precision optimization

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Wear and failure prediction

Our contribution to efficient
and sustainable mobility

Virtual Sensors aim at closing the loop between digital vehicle development, usage and service of vehicles for a more efficient and sustainable vehicle life-cycle, to maximize utilization and minimize environmental footprint.

Our Virtual Sensor Platform

On our algorithm hub – the AI-CORE – we host our virtual sensors and additional analytics tools to enable health and usage monitoring, sustainable lightweight design, value rating and more.

Enhance the capability of existing cloud-based systems by connecting the AI-CORE through our API/SDK. Alternatively, you can get all the benefits from our virtual sensors and analytics tools directly through our web-based interface, AI-VIEW.

Our Customers

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Automotive OEM and Suppliers

Maximize insights from series-production and development vehicles to enable new digital services.

Service providers and operators in mobility

Leverage health and usage monitoring for your customers with our Virtual Sensors: wear prediction for tires, brakes and battery, mass estimation, and more.

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Read more about applications of our technology

News and events

CES | Las Vegas, USA | January 5-8, 2023

SAE WCX Congress | Detroit, USA | April 18-20, 2023

Watch our webinars on LinkedIn!

Stay tuned!


+49 (0)6151 3844614


Rheinstra├če 40-42

64283 Darmstadt, Germany