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ENHANCED CCAM FUNCTIONALITIES WITH OUTSTANDING SAFETY AND SECURITY THROUGH EDGE-AI AND NEW ARCHITECTURES

Objective

Artificial Intelligence (AI) has become the defining technological enabler of Cooperative, Connected, and Automated Mobility (CCAM). As CCAM systems mature, intelligence must migrate from the cloud to the vehicle (Edge AI) to ensure real-time safety and operational resilience. However, deploying state-of-the-art AI on resource-constrained automotive hardware creates a massive technical challenge. ESSENTIAL addresses this by establishing a sovereign European Edge-AI ecosystem, bridging the critical gap between Europe's leadership in hardware and the missing layer of software intelligence. Responding to the EU Chips Act and Automotive Action Plan, ESSENTIAL secures European sovereignty by mastering both the hardware and software layers of Edge AI. The project unites key actors across the full value chain—including major silicon leaders like Infineon and NXP, OEMs, Tier-1s, and RTOs—to deliver a reference methodology and toolchain for trustworthy, efficient, and certifiable Edge-AI deployment. Technically, ESSENTIAL pioneers Foundational Co-Design, where software and hardware are engineered simultaneously rather than sequentially. This approach relies on three complementary pillars: intelligent data exploitation to ensure representative and privacy-preserving datasets for reliable training; hardware-aware optimization to adapt large neural networks to the strict computational envelope of automotive ECUs without compromising safety; and a continuous lifecycle to establish runtime assurance, drift detection, and retraining workflows. Building on the AITHENA methodology and complementing Chips JU and SDVoF initiatives, ESSENTIAL extends Trustworthy AI principles to the Edge. It ensures that transparency and robustness mandated by the EU AI Act are preserved even after model compression and optimization. By delivering an interoperable, sovereign Edge-AI stack, ESSENTIAL empowers the European automotive industry to lead in the era of software-defined mobility.

Fields of science (EuroSciVoc)

Programme(s)

Topic(s)

Funding Scheme

HORIZON-RIA - HORIZON Research and Innovation Actions

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Call for proposal

(opens in new window) HORIZON-CL5-2026-01

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Coordinator

FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH
Net EU contribution
€ 499 332,50
Address
PASEO MIKELETEGI PARQUE TECNOLOGICO DE MIRAMON 57
20009 Donostia San Sebastian
Spain
SME
Yes
Region
Noreste País Vasco Gipuzkoa
Activity type
Research Organisations
Links
Total cost
No data

Participants (9)