Future Data Lab

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Riccardo Perillo Castelli
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Charlotte Madeleine Castelli PERILLO

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Future Data Lab

The Mission

Future Data Lab’s mission is to build the compliant sovereign AI infrastructure layer Europe needs to deploy artificial intelligence securely, locally, and independently. We are developing a European infrastructure platform that combines compute capacity, secure data environments, AI deployment capabilities, and governance-by-design for regulated industries such as energy, healthcare, manufacturing, public-sector innovation, and enterprise AI. The project responds to a critical bottleneck: Europe does not only need better AI models, it needs trusted infrastructure where sensitive workloads can be trained, hosted, and deployed under European regulatory, security, and data-residency standards. Future Data Lab aims to start with a phased infrastructure model, beginning with a 1 MW MVP facility and scaling toward a regional compute core and, eventually, a sovereign AI campus. The platform will support enterprise pilots, private inference, secure model hosting, industrial data workloads, and compliance-native AI environments aligned with GDPR, EU AI Act readiness, and sector-specific governance requirements. Our long-term mission is to make Europe less dependent on non-European AI infrastructure while creating a trusted compute ecosystem for companies, institutions, and innovators that need performance, compliance, and sovereignty in one integrated platform.

The Challenge

Europe’s AI adoption is being constrained by an infrastructure gap: regulated industries need secure, compliant, locally governed compute environments, but the market is still fragmented and heavily dependent on non-European cloud and AI infrastructure. For sectors such as energy, healthcare, manufacturing, public institutions, and enterprise AI, the problem is not only access to models. The real bottleneck is trusted deployment: companies need infrastructure that can handle sensitive data, private inference, model hosting, industrial workloads, and AI governance while remaining aligned with GDPR, EU AI Act readiness, data-residency expectations, and sector-specific compliance requirements. Today, many European organizations face three unmet needs: 1. Sovereign compute capacity They need reliable European infrastructure for AI workloads without strategic dependence on non-EU platforms. 2. Compliance-native AI deployment They need environments where security, governance, auditability, and regulatory readiness are built into the infrastructure from the start. 3. Scalable infrastructure for regulated industries They need a pathway from pilot projects to recurring production workloads, without rebuilding their AI stack every time compliance, data sensitivity, or compute demand increases. Future Data Lab addresses this gap by building a sovereign AI infrastructure platform designed specifically for regulated European workloads.

The solution

Our proposed solution is Future Data Lab: a phased sovereign AI infrastructure platform for Europe, designed to help regulated industries deploy AI securely, locally, and in compliance with European standards. Future Data Lab combines four core layers: 1. Sovereign compute infrastructure A European-based AI compute environment, starting with a 1 MW MVP facility and scaling toward a regional compute core and sovereign AI campus. 2. Secure data and model environments Infrastructure for private inference, model hosting, enterprise AI pilots, industrial data workloads, and sensitive-sector deployments. 3. Compliance-by-design architecture Governance, auditability, data residency, cybersecurity, and EU regulatory readiness built into the platform from the beginning. 4. Industry deployment ecosystem A practical environment where companies, institutions, and public-sector partners can move from AI pilots to production-grade workloads without relying on fragmented or non-European infrastructure. In short, Future Data Lab provides the trusted physical and digital infrastructure layer that European companies need to build, host, and scale AI under European control.

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