# Faster Fixes, Better Outcomes: How AI Empowers Operators on the Shop Floor
A Practical Webinar from TGW Logistics & CrateDB
#### Your data holds the key to smarter, faster, more reliable operations. In this live webinar, TGW Logistics will show you how combining digital twins with generative AI can help you solve real-world operational challenges—like reducing downtime, streamlining maintenance, and empowering your teams with instant access to the knowledge they need.
## What you will learn
- Empower Teams with Digital Assistants: Learn how TGW Logistics uses AI-driven assistants to monitor processes, support maintenance, and act as expert systems for warehouse staff.
- Make RAG Work for You: Get a step-by-step look at how we turn maintenance manuals and product documentation into vector embeddings for advanced Retrieval Augmented Generation (RAG) pipelines—making answers available instantly on the warehouse floor.
- Search Smarter with Multi-Index Retrieval: Discover how to query multiple sources (like maintenance docs and product manuals) at once—boosting relevance and speeding up problem-solving.
- See the Real-World Impact: From classifying error codes to suggesting fixes with machine learning, you’ll see how these solutions increase uptime, cut downtime, and solve problems faster.
- Build the Right Data Foundation: See how CrateDB as a unified data layer brings together relational, time-series, document (JSON), geospatial, and binary data—all accessible with standard SQL—so you can simplify your backend and scale without extra complexity.
- Tackle Warehouse Complexity Head-On: Understand the growing challenges of running modern distribution centers—from keeping operations smooth to dealing with skilled labor shortages—and how AI can help.
- Look Ahead to the Future of Industrial AI: Get insights into what’s next—autonomous AI agents that can reason, navigate ML models, and provide recommendations for complex challenges.
Register now:
https://hubs.ly/Q03CwC3B0
