Mistral adds managed agents and apps to Mistral Studio, its enterprise AI platform

Mistral expanded Mistral Studio, its platform for building and running enterprise AI, with managed agents and apps, plus new capabilities for workflows, enterprise context, agent observability and evaluations. It pitches Studio as the layer that puts Mistral Large 4 ("Le Chonk") to work in a business.

What Mistral says is new:

• Managed agents: multi-step agents with skills that capture a team's procedures, sandboxes for running code, subagents and hooks for custom logic at key points. Studio runs the agents on the infrastructure behind Mistral Vibe, which Mistral says handles millions of sessions each week. Developers set limits on the tools, data and actions an agent can reach.
• Workflows: event triggers from enterprise systems and a visual graph of each workflow's logic. Interrupted runs can resume where they left off, and a workflow can be generated from a description in Mistral Vibe.
• Apps: hosting, authentication and access controls for applications built with pre-approved, reusable components. They can use agents, workflows and search indexes over company documents, and are deployed with one command.
• Mistral MCP server: lets developers build with Mistral Vibe or another coding agent, test locally and deploy to Studio.
• Observability and evaluations: OpenTelemetry traces of model calls, tool use and approvals, and evaluations of changes to prompts, models or tools against a team's own datasets.

Deployment: models and the platform can run in a customer's cloud, VPC or on-premises, on Mistral-hosted infrastructure, or a mix. In its launch thread on X, Mistral says managed agents and apps are in public preview and workflows are generally available. It says they are on Mistral Cloud today, with private cloud and on-premises at the end of November.

Mistral names ABANCA, Accenture, Alten, BNP Paribas, Capgemini, CMA CGM and Tata Consultancy Services as customers or partners using Studio in production, and gives internal examples, such as an incident-investigation agent it says saves hundreds of hours a month and a routing workflow it says saves about 35 hours a week. These are Mistral's own claims.