Marketing Inteligence Raport UI

- [x] for chat we are considering an open source soltution (https://docs.openwebui.com/ or similar) hand in hand with the elastic MCP https://www.elastic.co/docs/explore-analyze/ai-features/elastic-agent-builder will be handled by @ndrpp 
- [ ] for reports validate with Marketing the figma vibe design and see what is missing, frequency of updates etc