Data Privacy
Individuals need assurance that their personal information, such as health records, financial data, and private communications, is safe from unauthorized access and breaches. Keeping data localized on user devices reduces the risk of exposure to hackers and malicious actors. In Healthcare, this ensures patient records remain confidential, reducing the risk of identity theft and medical fraud. In Drug Discovery, it secures research data and patient information involved in drug trials, maintaining confidentiality and trust in pharmaceutical advancements.
Trust and Transparency
When individuals have control over their data, they are more likely to trust the systems they use. Transparency in data usage builds confidence and fosters a positive relationship between users and technology providers, In the Public Sector, this enhances citizen trust in government AI applications, promoting transparency and accountability in public services. In Automotive, it ensures transparency in AI-driven automotive technologies, building user trust and promoting widespread adoption.
Resource Optimization
Decentralized AI utilizes the combined computational power of multiple devices, reducing reliance on centralized data centers. This makes AI more accessible and affordable, lowering costs and environmental impact. In Manufacturing, it optimizes production processes, reducing costs and enhancing sustainability. In Environmental Sustainability, it supports widespread deployment of monitoring systems, reducing the carbon footprint.
Fault Tolerance
In a decentralized system, the failure of one node doesn't disrupt the entire network, ensuring continuous service availability. In Cybersecurity, it maintains robust defences even if part of the network is compromised. In Mobility, it ensures autonomous driving systems and transportation networks remain operational despite individual failures, enhancing safety and reliability.
Regulatory Compliance
Training AI models locally ensures that individuals' raw data never leaves their device, protecting personal information while contributing to powerful AI development. In Healthcare, this safeguards patient privacy while enhancing diagnostic accuracy. In Drug Discovery, this safeguards sensitive patient data in drug trials, maintaining trust in research.
User Autonomy
Decentralized AI allows individuals to control their data, ensuring personal freedom and preventing domination by a few corporations or governments. In Virtual Worlds, it ensures secure and personalized digital experiences. In Cybersecurity, it empowers individuals to manage their own security data, enhancing personal protection.
Revolutionize Edge AI with the EU-funded REBECCA project. From CPUs to AI frameworks, we're democratizing development. Led by SMEs, we're creating a complete hardware and software stack around a RISC-V CPU for enhanced performance, efficiency, safety, and security. Join us in realizing real-world applications at the edge.
Reconfigurable Heterogeneous Highly Parallel Processing Platform for safe and secure AI (europa.eu)
Empowering Europe's AI Ecosystem: The dAIEDGE Network of Excellence (NoE) is driving cutting-edge AI development within the European Lighthouse for AI initiative. By fostering collaboration and innovation, we aim to position the EU as a global leader in AI technology and governance. Join us in shaping the future of AI innovation in Europe.
Bonseyes: Empowering AI Development Everywhere. Our platform shifts AI development from cloud-centric to edge-device-centric, offering advanced tools and services via a collaborative marketplace. Say goodbye to high costs and lengthy processes. Join us in shaping Europe's role in the emerging AI economy.
Enhance Your Smart Devices with BonsAPPs. Accelerate AI development with our fully scalable AI-as-a-Service layer, funded by the EU. Seamlessly integrate AI into your applications, covering experimentation, benchmarking, deployment, and secure licensing. Join us in advancing AI at the Deep Edge.
The StairwAI project aims to provide a service for matchmaking for users of the AI-on-demand platform, such as low tech SMEs to easily find AI assets, experts, knowledge, hardware resource providers and much more.