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BullSequana AI Platform

The sovereign AI platform: Enterprise AI on your terms

BullSequana AI platform is a modular, open-source-aligned software stack for running production AI workloads, from LLM serving and RAG to fine-tuning and classical ML.

Unlike locked-in cloud AI services, it runs wherever you need it: on your existing GPU servers, on sovereign or private cloud infrastructure, or on purpose-built BullSequana hardware.

Built by the sole EU-based AI hardware manufacturer, the platform brings enterprise-grade AI capabilities to organisations that demand full control over their data, models, and infrastructure choices.

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Organisations with existing GPU infrastructure

Deploy the BullSequana AI Platform on your current servers: NVIDIA, AMD, or mixed environments.

No hardware purchase required. Add enterprise-grade model management, serving, and MLOps to infrastructure you already own.

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Sovereign & local hyperscalers

White-label a production-ready AI platform for your sovereign cloud offering.

Open-source foundations, IaC deployment scripts, and multi-tenant architecture let you stand up AI services for your customers without building from scratch.

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AI factory operators

Run multiple AI workloads (GenAI, classical ML, computer vision, document AI) on a single unified platform.

Two-tier architecture (Core + Pro) scales from inference-only deployments to full MLOps lifecycle management.

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Databricks customers seeking sovereignty

Complement your Databricks Lakehouse with a sovereign AI runtime. The platform shares compatible architecture and components, minimising migration friction while keeping sensitive inference workloads entirely on-premise or in your sovereign cloud.

Platform tiers

Core AI platform

Everything you need to serve and manage GenAI models in production.

  • LLM serving engine
    Infer models at scale and expose them through OpenAI-compatible APIs. Optimised for throughput and latency by dedicated benchmark teams.

  • Model management
    Register, version, deploy, and monitor any GenAI model. Support for open-source models (Mistral, Llama, Qwen, DeepSeek) and commercial models from any registry.

  • RAG enablement
    Full templated embedding pipelines and Vector DB support (Milvus) for retrieval-augmented generation. Connect your enterprise knowledge base in hours.

Available with limited/self-service support or full enterprise-grade SLA.

Pro AI platform

For organisations running advanced AI use cases that go beyond inference.

Everything in Core, plus:

  • Data management
    Create and curate training datasets. Manage metadata for natural language queries on your data. Efficient data movement tooling for large-scale operations. 

  • Fine-tuning & MLOps
    Full AI lifecycle support: train, fine-tune, evaluate, and deploy. Specialise models on your domain data. Hybridise classical ML and GenAI in unified pipelines.

Includes full L3 editor support, guaranteed SLA with 24/7 option, software releases & updates, and on-call troubleshooting.

Deployment flexibility

Unlike locked-in cloud AI services, BullSequana AI Platform runs wherever you need it.

On BullSequana hardware (optimised)

Purpose-built AI servers from the BullSequana family (AI 220, AI 620, AI 640) with L40S, H100, or H200 GPUs. Factory-optimised for maximum performance. Available as a bundled appliance via GenAI in a Box.

On your existing infrastructure (BYOH)

Deploy on any NVIDIA GPU-equipped servers you already own. The platform is hardware-agnostic at the software level — bring your own H100s, A100s, or L40S from any OEM.

On sovereign / private cloud

Run on OpenShift, bare metal, or private cloud environments. Infrastructure as Code (Terraform + Ansible) scripts enable deployment in minutes. Ideal for sovereign hyperscalers building localised AI offerings.

Hybrid deployments

Combine on-premise inference with cloud-based training, or distribute workloads across multiple sites. The platform's modular architecture supports mixed deployment topologies.

Open-source DNA

The platform is built on open-source components and is fully model-agnostic. No dependency on a single model provider, GPU vendor, or framework

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The power of BullSequana AI Platform

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Sovereign by design

Built by the sole EU-based AI hardware manufacturer. Keep all data, models, and inference in-house or within your sovereign cloud. Full GDPR, HIPAA, and data residency compliance.

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Two-Tier flexibility

Start with Core (inference + model management) and upgrade to Pro (fine-tuning + MLOps) as your AI maturity grows. Pay only for what you need.

Fast
Rapid deployment

Infrastructure as Code scripts deploy the platform in minutes. No months-long integration projects. Certified delivery teams available for complex environments.

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Hardware-agnostic

Runs on BullSequana servers or your existing GPU infrastructure. No hardware lock-in. Bring your own servers, bring your own GPUs.

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Hybrid AI capabilities

Not just GenAI. Combine LLM serving with classical ML, computer vision, document AI, and anomaly detection in unified pipelines. One platform for all AI workloads.

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Enterprise-grade operations

Full L3 support, guaranteed SLAs, 24/7 on-call option, and continuous software updates. Built for production, not prototypes.

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100% European Infrastructure

From hardware to virtualization platform, ensuring sovereignty, compliance, and full auditability through open-source engineering.

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Reliable, Cost-Efficient Performance

Robust and future-proof virtualization solution delivering 60–80% lower TCO compared to traditional options.

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Tailored, Scalable Architecture

Flexible configurations with BullSequana SH or BullSequana SA to meet diverse workload needs.

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High Density and Low Latency

Lightweight hypervisor and optimized design for maximum VM-to-core ratio.

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End-to-End Security

Full supply chain transparency, advanced hardware protection, and trusted execution technologies.

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Energy Efficiency

Reduced power consumption per workload with eco-conscious infrastructure design and smart VM scheduling.

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Easy Expansion and Automation

Modular, composable hardware with API-driven orchestration for seamless scalability.

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Easy Deployment

An already validated reference architecture and a SPOC for hardware-software integration and support.

Pricing

Core AI platform

  • Limited/self-service support:
    From 25k EUR/year (on BullSequana HW)
    From 40k EUR/year (on third-party HW)

  • Enterprise support:
    From 75k EUR/year (on BullSequana HW)
    From 120k EUR/year (on third-party HW)

     

Pro AI platform

  • Enterprise support:
    From 125k EUR/year (on BullSequana HW)
    From 225k EUR/year (on third-party HW)

 

BullSequana hardware (optional)

  • Small
    AI 220, 4× L40S
    From 50k EUR

  • Medium
    AI 220/620, 4× H100 NVL
    From 145k EUR

  • Large
    AI 640, 8× H200
    From 310k EUR

Learn more here

Custom configurations, consulting packages, and volume terms available on request.

Use cases built on the platform

Our portfolio of 300+ enterprise AI projects since 2016 spans healthcare fraud detection (85% accuracy across billions of documents), service desk automation (20% faster query processing), and national AI strategy implementations for governments and global brands.

Proven impact

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Public healthcare agency

85% accuracy in fraud detection across billions of documents using hybrid classical-ML and GenAI pipelines on the platform.

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Enterprise service desk

20% reduction in query processing time, helping users find relevant solutions and procedures faster with AI-assisted search.

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Global enterprise clients

Trusted by organisations including L'Oréal, AXA, and government agencies implementing national AI strategies. Delivered by a team of 250+ certified enterprise AI experts.

The platform behind Sovereign AI

Whether you're building an AI practice on existing infrastructure, launching a sovereign cloud AI offering, or looking for a Databricks-compatible on-premise runtime, BullSequana AI Platform gives you enterprise-grade capabilities without enterprise-grade lock-in. Open-source foundations. Modular architecture. Your infrastructure, your models, your terms.

Related resources

Recommended products and solutions

FAQ

GenAI in a Box is a complete turnkey appliance: hardware, platform software, and services shipped as one package. The BullSequana AI Platform is the software component, available independently for organisations that already have GPU infrastructure or want to deploy on sovereign cloud environments.

Yes. The platform is hardware-agnostic at the software level. It runs on any NVIDIA GPU-equipped servers, whether from BullSequana, Dell, HPE, Supermicro, or other OEMs.

Yes. The platform shares compatible architecture and components with the Databricks ecosystem, minimising migration friction for organisations looking to complement their Lakehouse with sovereign AI inference and fine-tuning capabilities.

The platform is model-agnostic. It supports any model from any registry, including Mistral, Llama, Qwen, DeepSeek, and custom fine-tuned models. Both open-source and commercial models are supported.

Yes. The modular architecture and IaC deployment scripts are designed for multi-tenant environments. Contact our team for sovereign cloud partnership terms.

Yes. Platform subscriptions on BullSequana hardware carry a lower fee because the hardware purchase is part of the overall commercial relationship. On third-party hardware, the platform carries the full subscription cost. See pricing section for details.

Contact our experts