Developers can specify which tools an agent may access and which actions require human approval. Interrupted workflows can resume; traces allow inspection of model and tool calls, according to Mistral.
The documentation distinguishes access tiers: managed workflows require pay-as-you-go billing or Enterprise, while traces and evaluations are listed for Enterprise organizations. The pages examined by Data Studios do not state pricing for the new capabilities. Productivity gains cited by Mistral remain company claims.