Scaleway & SemiAnalysis: Unlocking AI's Potential Insights from Deploying Europe's Most Advanced
Scaleway's European AI Infrastructure & Strategy
2023 Hopper Cluster Deployment: Scaleway deployed Europe's first and largest Hopper GPU cluster in 2023, consisting of 1,000 GPUs in France, predating similar large-scale European efforts by an estimated 6–12 months.
- This deployment was driven by a strategic decision to prevent the European market from being dominated exclusively by U.S. hyperscalers, similar to the initial cloud market dynamics.
- The primary initial use case for this infrastructure was large-scale model training, hosting models for major European players including Mistral (8x7b), Q.ai (Mushi), and H.
- Usage patterns have since evolved from training to include post-training and inference as European AI adoption accelerated.
Full-Stack Public Cloud Value Proposition: Scaleway differentiates itself as a public cloud provider with a traditional cloud arm, rather than a specialized "AI factory" or GPU-only provider.
- This architecture supports the "bring AI to data" philosophy, avoiding latency, bandwidth costs, and legal complexities associated with moving large datasets to external AI providers.
- Operating both storage and AI on the same infrastructure ensures a consistent legal framework and prevents reliance on extraterritorial laws (e.g., U.S. Cloud Act).
- The ecosystem supports a diverse customer base ranging from startups and public research labs to large corporations and private labs (e.g., Q.ai).
Project ION & AI Gigafactories: Scaleway announced "Project ION," a consortium-based initiative to build a GPU cluster equivalent to 280,000 H100 chips.
- The project aligns with the EU Commission's call for interest regarding "AI Gigafactories," leveraging Scaleway's ownership by the telecom group Iliad (which also owns Free) for financial backing.
- Scaleway explicitly stated it does not require direct government investment, citing access to private financial partners and Iliad's history of successful billion-euro investments.
- The company's primary request from the EU is demand assurance (government off-take) for EU cloud providers and potential subsidies on electricity or reduced taxes to match U.S. conditions.
Market Outlook & Customer Base: Scaleway anticipates a polarized geopolitical market where the majority of Project ION capacity will be consumed by EU-based customers.
- Expected demand sources include public research institutions, European public companies, governments, large corporations, and AI startups.
- While 76 applications were submitted to the EU Gigafactory program, Scaleway projects only 5–6 such factories will be approved, positioning itself as a primary beneficiary of this consolidation.
- Scaleway operates a pan-European cloud with data centers in Paris, Amsterdam, Warsaw, Milan, and Stockholm, arguing that public cloud viability requires continental scale rather than nation-state level fragmentation.
Definition of "Sovereignty": Scaleway defines data sovereignty through legal immunity and operational risk rather than domestic semiconductor manufacturing.
- Legal Immunity: Priority is placed on jurisdiction; data hosted by a French entity avoids U.S. Cloud Act and FISA exposure, regardless of the underlying hardware IP (e.g., Nvidia).
- Dependency Risk: Acknowledges current reliance on Nvidia hardware but mitigates risk by actively supporting diverse CPU architectures (x86, ARM, RISC-V, Apple Silicon) and exploring alternative GPU providers.
- Economic Sovereignty: Focuses on where profits are generated and where taxes are paid, viewing sovereignty as a spectrum of risk mitigation rather than a binary "yes/no" status.
Future Roadmap: Scaleway is accelerating its software and data ecosystem capabilities through recent acquisitions.
- The company plans to expand its cloud infrastructure with new regions and availability zones.
- An upcoming industry event, "AI Pulse," is scheduled for November, following previous editions featuring Michael Dell and Jensen Huang.