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The Mobility Technology Opportunity Engine (TOE) covers innovations pertaining to Battery Intelligence, SoCs, Image Sensors, LiDAR and V2X among others.The purpose of the Mobility Technology TOE is to raise awareness of global technology innovations in self-propelled ground-based mobile platforms that are not only technically significant but potent...

Multimodal sensor fusion is an advanced perception technology that combines data from multiple sensors, including cameras, LiDAR, radar, ultrasonic sensors, thermal cameras, and inertial measurement units (IMUs), to give robots and autonomous systems a more accurate, reliable, and comprehensive understanding of their environment. It overcomes the l...

Autonomous cities represent an advanced stage of urban development that integrates AI, digital twins, IoT, edge computing, and autonomous infrastructure solutions to enable efficient city operations with minimal human intervention. Through unified urban operating platforms, cities can automate traffic management, optimize energy distribution, conne...

This study focuses on heterogeneous computing architectures for automotive and robotics applications, examining how centralized and zonal compute architectures, heterogeneous SoCs integrating CPUs, GPUs, NPUs, DSPs, FPGAs, and dedicated safety islands, as well as robotics edge-AI controllers and mixed-criticality computing platforms, are enabling t...

This study examines the emerging landscape of neuromorphic computing and its role in enabling low-power, real-time, brain-inspired intelligence across edge and autonomous systems. It reviews advancements in spiking neural networks, memristor-based computing in memory, event-driven vision sensors, and hybrid neuromorphic and conventional architectur...

The study evaluates photonic and optical computing technologies as critical enablers of next-generation AI infrastructure, addressing growing bandwidth, latency, power consumption, and scalability constraints associated with copper-based interconnects. The analysis covers photonic integrated circuits (PICs), optical I/O chiplets, co-packaged optics...

The study evaluates photonic and optical computing technologies as critical enablers of next-generation AI infrastructure, addressing growing bandwidth, latency, power consumption, and scalability constraints associated with copper-based interconnects. The analysis covers photonic integrated circuits (PICs), optical I/O chiplets, co-packaged optics...

This research explores the powerful global forces that will reshape business, society, and technology over the coming decade, offering a holistic view of the megatrends redefining the future operating environment. These forces span geopolitical fragmentation, demographic divergence, technological acceleration, environmental pressures, and fundament...

The passenger vehicle driveline landscape is undergoing a transformation due to the rapid adoption of ZEVs and stricter emissions regulations. From 2025 to 2032, the global driveline market value is projected to increase from approximately $26.1 billion to $62.3 billion at a compound annual growth rate of 13.2%, fueled by electrification in major a...