- Process Monitoring: Using CrateDB, TGW monitors warehouses and intralogistics processes with AI-driven anomaly detection and efficient document retrieval. CrateDB and TGW implemented a traditional RAG system to store all documents in a vector store and implemented a multi-index search to get the right document at the right time.
- Data-Driven Maintenance: TGW utilizes data analysis to minimize downtimes and maximize warehouse availability.
- Expert Systems: TGW swiftly identifies and resolves errors using expert systems, improving operational efficiency.
In this talk, TGW Logistics showcased their use of CrateDB to optimize distribution centers. With up to half a million items handled daily, they focus on automation and data-driven decisions. To tackle challenges like smooth operations and skilled personnel, TGW employs digital assistants: