Test every case. Even the ones that should never happen.

Test every case. Even the ones that should never happen.

Test every case. Even the ones that should never happen.

Develop in-cabin systems without having to reproduce every scenario in the vehicle. ICASIS is the SaaS simulation platform for generating synthetic data for driver and occupant monitoring systems — from the first training iteration through validation.

Develop in-cabin systems without having to reproduce every scenario in the vehicle. ICASIS is the SaaS simulation platform for generating synthetic data for driver and occupant monitoring systems — from the first training iteration through validation.

Request a demo

Request a demo

Read more

Read more

up to 80%

fewer real test cases

fewer real test cases

fewer real test cases

Optimized workflows

through reduced configuration effort

through reduced configuration effort

through reduced configuration effort

Infinite scenarios

without hardware limits

without hardware limits

without hardware limits

What to expect

What to expect

Driver Monitoring System (DMS)

Driver Monitoring System (DMS)

With ICASIS DMS, driver monitoring functions can be developed, tested, and optimized even before the first prototype. The high-precision simulation of the vehicle interior enables fast and robust development of DMS algorithms that detect realistic scenarios such as distraction, fatigue, or lack of attention.

The integrated library makes it possible to directly select NCAP- & GSR-compliant test setups for this purpose. Custom settings also enable rapid adaptation to additional regulatory requirements and market-specific needs.

With ICASIS DMS, driver monitoring functions can be developed, tested, and optimized even before the first prototype. The high-precision simulation of the vehicle interior enables fast and robust development of DMS algorithms that detect realistic scenarios such as distraction, fatigue, or lack of attention.

The integrated library makes it possible to directly select NCAP- & GSR-compliant test setups for this purpose. Custom settings also enable rapid adaptation to additional regulatory requirements and market-specific needs.

Real-to-Virtual scenarios

NCAP- & GSR-compliant
Test Setups

Algorithm training &
validation

Occupant Monitoring System (OMS)

Occupant Monitoring System (OMS)

With ICASIS OMS, the behavior of all occupants in the vehicle can be analyzed. Simulating a wide variety of seating positions, movements, and interactions enables fast and flexible development of safety-critical functions. Additional conditions such as child seats or seat belt use are also taken into account.

With ICASIS OMS, the behavior of all occupants in the vehicle can be analyzed. Simulating a wide variety of seating positions, movements, and interactions enables fast and flexible development of safety-critical functions. Additional conditions such as child seats or seat belt use are also taken into account.

Multisensory
Interaction with
HMI
Ground truth annotation

RGB/IR Simulation

RGB/IR Simulation

ICASIS offers a highly precise RGB and IR simulation that flexibly adapts to customer-specific requirements and replicates real hardware conditions.

The engine enables full configuration of RGB and IR sensors. Camera positions can be freely selected, both spectra can be captured simultaneously and placed in the vehicle. ICASIS generates the original sensor pattern for RGB and IR and converts all raw data to the MIPI CSI2 standard. In addition, typical lens-specific properties such as distortions or aberrations can be simulated according to customer requirements to ensure a realistic representation.

ICASIS offers a highly precise RGB and IR simulation that flexibly adapts to customer-specific requirements and replicates real hardware conditions.

The engine enables full configuration of RGB and IR sensors. Camera positions can be freely selected, both spectra can be captured simultaneously and placed in the vehicle. ICASIS generates the original sensor pattern for RGB and IR and converts all raw data to the MIPI CSI2 standard. In addition, typical lens-specific properties such as distortions or aberrations can be simulated according to customer requirements to ensure a realistic representation.

RGB/IR Dual Simulation
Flexible camera positions
Optical simulation

Ground Truth

Ground Truth

ICASIS delivers Ground Truth directly from the simulation engine, fully automated, highly precise, and comprehensive - without manual labeling.

All data is already segmented into facial parts such as eyes and mouth as well as body regions. Important parameters such as eye and mouth opening and gaze direction, which are essential for many safety-critical applications, are also captured. They are also exportable in standard formats such as JSON or CSV and scale effortlessly to large datasets. In addition, ICASIS offers a detailed anatomical output from head to extremities, including bones, joints, and muscles in the face, arms, legs, and torso. This creates a solid foundation for precise analysis and benchmarking.

ICASIS delivers Ground Truth directly from the simulation engine, fully automated, highly precise, and comprehensive - without manual labeling.

All data is already segmented into facial parts such as eyes and mouth as well as body regions. Important parameters such as eye and mouth opening and gaze direction, which are essential for many safety-critical applications, are also captured. They are also exportable in standard formats such as JSON or CSV and scale effortlessly to large datasets. In addition, ICASIS offers a detailed anatomical output from head to extremities, including bones, joints, and muscles in the face, arms, legs, and torso. This creates a solid foundation for precise analysis and benchmarking.

RGB/IR Dual Simulation
Flexible camera positions
Optical simulation

AI training

AI training

ICASIS is the platform for training neural networks in safety-critical in-cabin applications – fully cloud-based and without its own computing resources.

This supports ICASIS actively in the development and improvement of AI algorithms by providing high-quality, diverse training data. The program simulates a wide range of sensors – from cameras (RGB/IR) to radars – and generates realistic scenarios for all relevant use cases. ICASIS offers animations for driver states such as driving, fatigue, falling asleep, or complex facial expressions. In addition, gaze control and flexible camera positions are fully configurable. More than 1,000 basic characters with variants for Fitzpatrick type, hair, age, and gender are also available. 

All workflows – from scenario creation and variation of test cases to downloading sensor data and ground truth – take place in the cloud and are scalable for large datasets. This gives ICASIS maximum flexibility, speed, and compliance for AI training.

ICASIS is the platform for training neural networks in safety-critical in-cabin applications – fully cloud-based and without its own computing resources.

This supports ICASIS actively in the development and improvement of AI algorithms by providing high-quality, diverse training data. The program simulates a wide range of sensors – from cameras (RGB/IR) to radars – and generates realistic scenarios for all relevant use cases. ICASIS offers animations for driver states such as driving, fatigue, falling asleep, or complex facial expressions. In addition, gaze control and flexible camera positions are fully configurable. More than 1,000 basic characters with variants for Fitzpatrick type, hair, age, and gender are also available. 

All workflows – from scenario creation and variation of test cases to downloading sensor data and ground truth – take place in the cloud and are scalable for large datasets. This gives ICASIS maximum flexibility, speed, and compliance for AI training.

Realistic driver states and animations
Multimodal data
Cloud-based workflow

Every scenario. Anytime.

Every scenario. Anytime.

01

Simulate before hardware exists

Develop and validate DMS and OMS algorithms even before the first vehicle prototype.

02

Every edge case. At the push of a button.

Scenarios that would be too expensive, too dangerous, or simply not reproducible in real-world testing—generated in the cloud.

03

Scale without limits

From one test scenario to hundreds. Cloud-based, no in-house computing infrastructure, no hardware bottleneck.

Request a demo

Request a demo

ICASIS offers a wide range of powerful features that enable precise and realistic validation of algorithms

ICASIS offers a wide range of powerful features that enable precise and realistic validation of algorithms

01

Diverse Icasians: Simulate hundreds of virtual passengers with different ethnic backgrounds, head and eye movements, field of view, poses, and emotions.

02

Precise vehicle dynamics and anatomical depth: Integrating our biomechanical human models delivers precise behavioral representations such as cornering forces. Detailed data on bones, joints, and muscles is available for AI analyses.

03

Variable lighting conditions: ICASIS simulates realistic lighting conditions—from bright sunlight to nighttime driving—to ensure the algorithms remain reliable even as lighting conditions change.

04

Faithful interior representation: ICASIS depicts the individual vehicle interior in high detail so that the algorithms can be validated under realistic conditions.

05

Physically accurate optical simulation: faithful sensor models simulate exact hardware conditions, including lens-specific distortions and aberrations, so that algorithms can be tested for reliable validation.

06

Ground truth data: ICASIS provides exact reference data (ground truth) for the correct validation of algorithms, ensuring they work efficiently, accurately, and reliably.

This is what ICASIS looks like.

See how a DMS test case is created in the cloud — from scenario configuration to the exported dataset.

Technical questions. Clear answers.

Technical questions. Clear answers.

Technical questions. Clear answers.

Is ICASIS compliant with Euro NCAP 2026 and GSR?

Yes. ICASIS supports NCAP- and GSR-compliant test setups directly in the platform. Regulatory updates are continuously incorporated — you’re always up to date, without any manual adjustments.

Which sensor output formats are supported?

ICASIS generates RGB and IR sensor data in the MIPI CSI2 standard. Ground truth data are automatically exported in JSON and CSV, scalable for large datasets and compatible with common ML pipelines.

How does ICASIS integrate into our existing toolchain?

ICASIS is fully cloud-based — no local setup, no in-house computing infrastructure. Scenario creation, data generation, and export all run through the platform and can be seamlessly integrated into existing CI/CD and training pipelines.

At what point in the development process can I use ICASIS?

From day one. ICASIS was specifically designed to train and validate algorithms before a vehicle prototype exists. This reduces late-stage iteration cycles and significantly accelerates time to series production.

Can I add my own vehicle models and camera configurations?

Yes. Camera positions, sensor parameters, and lens-specific properties such as distortion and chromatic aberration are fully configurable. Custom vehicle interiors can be integrated upon request.