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Mistral adds managed agents to Studio

Mistral has expanded its Studio enterprise platform with managed agents, apps, workflow triggers, observability and evaluations, positioning it as the deployment layer for its new Mistral Large 4 model.

Mistral announced an expansion of Mistral Studio, its enterprise AI platform, alongside the launch of Mistral Large 4, nicknamed "Le Chonk." Customers can deploy Studio in the cloud, in their own VPC, on-premises, or across a mix of these environments.

The release adds managed agents and apps, plus new features for workflows, enterprise context, agent observability and evaluations. Developers can give agents skills that capture team procedures, sandboxes for running code, subagents for delegating parts of a task, and hooks for adding custom logic during execution. Mistral says the agent runtime uses the same infrastructure that handles millions of Mistral Vibe sessions a week.

Workflows combine fixed-rule steps, agent reasoning and human approval points. Interrupted runs can resume where they stopped. The update adds event triggers from enterprise systems and a visual graph of each workflow's logic. For apps, Studio supplies hosting, authentication, access controls and pre-approved components. A new Mistral MCP server lets developers build with Mistral Vibe or another coding agent, test locally and deploy with one command.

Mistral says ABANCA, Accenture, Alten, BNP Paribas, Capgemini, CMA CGM and Tata Consultancy Services already run Studio in production. The examples it gives are all internal: an incident-investigation agent it says saves its engineers hundreds of hours a month, and a feedback-routing workflow it credits with saving about 35 hours a week. Mistral did not give pricing or availability details in the material reviewed, and the efficiency figures are its own and have not been independently checked.

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