• Hardware prototypes during the architectural Proof of Concept (POC) phase to reduce risks
• End-to-end data flow validation across Ethernet, CAN – Communication between Software contexts across HPC, Zonal and Nodes
• End-to-end time sensitive network testing

SDV Test Approach - Virtual to Real Validation

• E/E Architecture
• Network
• Functional Domain
• Platform
• Vehicle System Integration

• Validation of Network Specifications, Architecture decisions, and Assumptions
• Integrated Multi domain validation
• 100% Automated Regression
• SW Commit to Test Feedback in 48 hours for E/E Architecture, Network, Platform, Domain, Multi-domain integration
• Scaled Test Environment to enable 100% Regression
• Seamlessly accommodates and tests new feature releases ensuring up-to-date system validation

Key Showcase

XR based virtual reality and virtual prototyping for Vehicle Engineering & Design:

• Virtual Simulation of Zonal Wiring Harness
• Virtual Cockpit Experience
• Virtual System Assembly

Virtual Simulation of Zonal Wiring Harness

• Scaled design & development process
• Early validation and optimization
• Faster development cycles
• Reducing expensive physical prototypes
• Overcome geographical constraints

Virtual Cockpit Experience

• Immersive cockpit experience
• Real-time interaction
• Customizable configuration
• Enhanced user feedback
• Simulation of real-time scenarios

Virtual System Assembly

• Training and skill enhancement
• Remote assistance
• Collaborative design and evaluation
• Reduced development cost
• Integration with IoT and Sensor data

• Object Detection with multiple video streams on HPC
• Cloud based Data Driven Validation
• Ensure and improve coverage to cover corner cases
• Predict failures and detect patterns powered by Autonomous analytics
• Transformation to SoA based architecture to enable ‘feature on demand’
• AI for Path and Trajectory Planning
• Accurate behaviour prediction of dynamic objects and especially non-AD vehicle drivers

Integrated Vehicle Motion Control

• Consolidation of distributed functions (Steering, Braking, Suspension and Vehicle Motion Control) into single controller
• AI driven new features
• Hardware Software Decoupling
• Service Oriented Architecture
• Legacy Transformation / Migration strategy

Achieving Seamless Charging Ecosystem

• High Voltage validation for ePT components across V-cycle

• Accelerated EV Adoption
• How to achieve seamless integration of the multiple discrete stakeholders in the context of the charging ecosystem
• How to integrate charging functionality with SDV
• Real-Time Charge Session Monitoring: EV charging sessions, tracking charging status and energy consumption.
• Plug and Charge: Demonstrate end-to-end PnC sessions with ISO15118-compliant certificates using an AWS Backend.
• Data-Driven Insights
• Build the necessary infrastructure from OEM back-end perspective to enable a smooth charging experience

Deep-personalized, secure & connected cockpit experience

• Multi-user identification, cross vehicle profile, blended experience, companion mobile-App, in-car gaming
• In-car personalization in shared environment without compromising on the data privacy and security
• Different use cases providing Deep-personalized, secure & connected cockpit experience with On-board to Cloud Software integration

Key Showcase

In Car Gaming - Airconsole

• In Car gaming console
• Entertainment room on wheels

Automotive OEM data platform

• Data ingest & management, SDV data harvest, Data monetization, Vehicle SW homologation, End-to-end vehicle SW lifecycle management
• Upgradable digital experience, creating avenues for monetization and managing vehicle SW homologation throughout the vehicle SW lifecycle.
• Managing seamless access to data from on-board to off-board on cloud

OpenAI-powered Automotive repair & maintenance advisor

• Large language model (LLM) powered data synthesis
• Conversational approach for intelligent and interactive diagnosis & repair guidance
• Automated DTC troubleshooting content generation
• Seamless data synthesis for accurate diagnostics
• Voice-enabled & natural language command-driven interface to interact with the diagnostic system
• Improved user interaction through a guided repair process, leveraging vehicle context and knowledge graphs to enhance the overall experience
• AI-driven quality assurance for diagnostic content authoring