When a prompt alone isn't enough, but an agent would be overkill.
Parisian court needed daily legal review covering multiple French sources. Magistrates spent considerable time manually checking databases each morning.
Mapped sources, topics, and output format. Data sovereignty was non-negotiable. Defined what should NOT be automated: analysis, interpretation, and case connections.
Automated workflow querying 3 French legal sources each morning, filtering, and producing a structured review. Sovereign stack using Mistral AI + OVH. Chain of specialized prompts, each calibrated for a specific task.
A prompt alone wouldn't suffice due to volume, daily recurrence, and multiple sources. A full AI agent would be overkill. The right level: workflow + optimized prompts.
Workflow + specialized prompts
3 French legal databases
Sovereign — Mistral AI + OVH
Daily, before hearings