Intelligence tailored to your domain. Developed together.

Collaborate with Mistral to customize models with your data, aligning performance with your enterprise’s unique requirements.

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Build domain-specialized AI with Mistral.

Collaborative model customization.

Work with Mistral experts to tune frontier models using your proprietary data. Create domain-specialized LLMs tailored to your most critical use cases across industries like finance, healthcare, manufacturing, and more.

Fully-owned AI for your data and compliance needs.

Combine your data with Mistral’s proven models, recipes, and tools to build specialized frontier models quickly, reliably, and under your full control. Ensure privacy, security, and compliance with sovereign boundaries, strict data isolation, and audit-ready governance.

Trainable anywhere, deployable everywhere.

Deploy models anywhere: on-prem, in the cloud, or on-device with optimized infrastructure. Co-build AI centers of excellence to foster long-term independence and expertise.

Frontier model customization, from fine-tuning to full pre-training.

Partner with Mistral to build, align, and evolve models using the same methods that power our frontier systems. Every stage—from pre-training to post-training and fine-tuning—ensures domain specialization, sovereignty, and flexible deployment.

Domain knowledge integration.

Extend foundational models with your proprietary data and domain expertise to create true domain specialists.

Behavior and policy alignment.

Shape model cognition with human and synthetic feedback to align with your operational and organizational parameters.

Computational optimization.

Engineer for deterministic, high-throughput operation to push performance to the limits of your hardware.

Continuous reinforcement.

Close the loop between production and research to refine and harden model robustness over time.

Level up your AI initiatives.

Mission-critical intelligence.

Build models that make high-impact decisions under uncertainty—detecting fraud, predicting failures, and managing systemic risk at scale.

Domain-deep modeling.

Engineer expert systems that internalize the complexity of advanced fields—from materials science and finance to seismology and aerospace.

Planet-scale operations.

Deploy models that orchestrate vast, interdependent systems—optimizing logistics, energy networks, and infrastructure in real time.

Frontier research.

Push beyond established architectures to design and train new foundation models, exploring emergent reasoning and multimodal understanding.

High-performance deployment.

Run dense inference and fine-tuning workloads on-prem or at the edge, with strict control over latency, efficiency, and data sovereignty.

Full-stack capability building.

Enable your teams to train, scale, and operate large models end-to-end, leveraging the same production-proven systems behind Mistral’s breakthroughs.

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Helping companies solve the world’s most difficult problems.

Build your own AI future.

Domain-specialized AI, under your control.