EdgeAI-trust aims to develop a domain-independent architecture for decentralized edge AI along with HW/SW edge AI solutions and tools, which enable fully collaborative AI and learning at the edge. The edge AI technologies address key challenges faced by Europe's industrial and societal sectors such energy efficiency, system complexity and sustainability. EdgeAI-trust will enable large-scale edge AI solutions that enable interoperability, upgradeability, reliability, safety, security and societal acceptance with a focus on explainability and robustness. Toolchains will provide standardized interfaces for developing, optimizing and validating edge AI solutions in heterogeneous systems. The generic results will be instantiated for automated vehicles, production and agriculture, thus offering innovation potential not only in the generic HW/SW technologies and tools, but also in the three target domains. These technological innovations are complemented with business strategies and community building, ensuring the widespread uptake of the innovations in Europe. EdgeAI-trust will establish sustainable impact by building open edge AI platforms and ecosystems, with a focus on standardization, supply chain integrity, environmental impact, benchmarking frameworks, and support for open-source solutions. The consortium consists of major suppliers and OEMs encompassing a broad range of application domains, supported by leading research and academic organizations. By embracing the opportunity to specialize in Edge AI, Europe can maintain its position in the global context, especially as it aligns with decentralized and privacy-driven European policy. Furthermore, as AI is closely connected with the Green Deal, this project can provide proper solutions for environmental issues. Ultimately, the project will enable AI to be connected with other strong sectors and industries, improving the innovation process and decision-making in Europe.

The HAL4SDV proposal aligns with the EU Strategic Research and Innovation Agenda 2022 on Electronic Components and Systems. It aims to pioneer methods, technologies, and processes for series vehicle development beyond 2030, driven by anticipated advancements in microelectronics, communication technology, software engineering, and AI. HAL4SDV envisions a future where vehicles are fully integrated into smart cities, intelligent highways, and cyberspace, blurring the lines between inside and outside the vehicle. Assumptions include data-centricity, code portability, efficient data fusion, unlimited scalability, real-time capabilities, and robust cybersecurity. The objectives encompass unifying software interfaces, creating a hardware abstraction framework, enabling Over-The-Air (OTA) updates, designing platform architectures, ensuring hardware abstraction and virtualization, offering hardware support, automating integration, supporting safety features, harnessing edge computing, implementing security measures, and providing essential development tools. By focusing on these objectives, HAL4SDV aims to establish a unified ecosystem for software-defined vehicles, positioning Europe's automotive industry for continued leadership post-2030 while leveraging existing results and technologies to accelerate progress.

The Shift2SDV project aims to revolutionize the European automotive domain by creation of an SDV ecosystem around middleware & API framework enabling collaboration across the automotive value chain. This ambitious endeavour envisions a comprehensive shift towards a modular framework that transcends the limitations of current monolithic systems, fostering agility and innovation through the development of complementary middleware services and software development solutions. Central to Shift2SDV is the development of a cutting-edge middleware framework that provides micro-services to build automotive applications upon, abstracting from underlying hardware components – supporting stepwise migration, open source and proprietary components, in-vehicle safety critical and off-vehicle cloud functionality. It is specifically designed to streamline software development and integration while ensuring compatibility and flexibility with existing and emerging technologies. Key technical objectives include the development of a modern, flexible micro-services-based architecture, middleware framework that simplifies the brand-specific application development, and establishment of a safe and secure system architecture compliant with functional safety standards. Additionally, the project aims to develop an orchestration for efficient resource management, integrate edge and cloud computing, and demonstrate the practical viability of the developed middleware through concrete use cases. To maximize impact, Shift2SDV prioritizes active communication, dissemination, and exploitation of project outcomes, fostering collaboration among stakeholders and existing projects and initiatives aligning technological advancements with market demands. Through these concerted efforts, Shift2SDV seeks to propel European leadership in Software Defined Vehicles, driving innovation and economic growth in the automotive industry.