Predictive Power-Up

Predictive maintenance has come a long way with machine learning — but detection alone isn’t enough. Maintenance teams are still overwhelmed by alerts, unstructured data and time‑consuming investigations. The next leap forward comes from adding a generative AI layer.

In this ebook, you’ll discover how GenAI, large language models (LLMs) and retrieval‑augmented generation (RAG) can turn predictive maintenance alerts into clear, contextual and actionable insights — at the moment they’re needed

Inside the ebook, you’ll learn how to:

• Enhance existing ML‑based maintenance systems without overhauling them
• Use LLMs and RAG to unlock value from manuals, logs, PDFs and field notes
• Reduce alert fatigue by adding real‑world context to predictive insights
• Activate AI agents to support faster, more confident maintenance decisions
• Scale agentic AI for reliable, enterprise‑grade predictive maintenance

Whether you manage complex industrial assets or design advanced analytics solutions, this ebook shows how adding GenAI can dramatically improve productivity, decision‑making and operational performance.