Expertise Directus - CMS Headless de nouvelle génération

The "database-first" approach of Directus means that your data schema is the source of truth. Directus adapts to your existing database or guides you in creating a new model. No proprietary migrations: your data remains in a standard PostgreSQL or MySQL database, directly accessible if needed.

REST and GraphQL APIs are automatically generated for each collection. The granular permissions system controls access by role, by field, and even by record. Filters, sorting, aggregations, and relationships are natively supported. You get a production API without writing a single line of backend code.

The Data Studio interface offers a modern and intuitive editing experience. Non-technical users manage their content without lengthy training. Customizable dashboards, previews, and editorial workflows structure the work of teams. The interface is fully customizable via the theme system.

The integration of AI APIs (OpenAI, Anthropic Claude, Google Gemini) is done with cost management, rate limiting, and fallback. We optimize prompts to minimize tokens consumed while maximizing the quality of responses. The AI budget remains controlled even in case of heavy usage.

Data security and privacy are a priority. We assess the GDPR implications of each use case. Sensitive data can be processed by locally hosted models or APIs that guarantee non-retention. Prompts are sanitized to prevent injections.

Continuous evaluation measures the quality of AI responses and detects deviations. We implement performance metrics (latency, relevance, user satisfaction) and feedback processes. AI continuously improves through this learning loop.