We developed a modular web application with a clearly structured UX based on proven patterns: Multiple tabs, each designed for a central interaction:

• LLM-only chat screen: For targeted data queries, questions about errors, and root cause analysis.

• KPI dashboard with chat: Key figures can be analyzed exploratively using natural language – without predefined filters or static reports.

• Knowledge graph: Shows the semantic relationships between production data, machines, processes, and errors.

• Modular structure: The application is expandable, new tabs and functions can be retrofitted and scaled to meet customer-specific requirements.