Why We Use RAG Technology For
Maintenance In Manufacturing

We focus on the machine building and manufacturing industry because maintenance operations here are extremely complex, depending on broad knowledge, and are business-critical. Equipment downtime directly impacts production output, delivery commitments, and costs. At the same time, essential service knowledge is often fragmented across manuals, reports, and individual expert experience.

To address this challenge, we use Blockbrain as the foundation for intelligent, asset-specific maintenance knowledge systems which are based on RAG technology. This enables AI engineers to connect the relevant data and data bases to the Knowledge Bots and enriches the quality of the answers.

Built For The Daily Use In  Industrial Maintenance

Manufacturing companies are confronted with:

• Highly specialized machines and variants
• Decades of accumulated documentation
• Knowledge locked in experienced technicians
• Time-critical troubleshooting situations
• Increasing skills shortages

Traditional document management and search tools can not provide fast and context-aware answers at the machine level. This is where Blockbrain excels.

Why Blockbrain

We selected Blockbrain as our main technology provider because it enables:

• Flexible AI KnowledgeBots
  AI assistants dedicated to specific machines, machine clusters, components, or production lines.
• RAG-Based Accuracy
  Answers grounded in verified technical documentation and service knowledge.
• Structured Maintenance Intelligence
  Transformation of unstructured manuals and reports into actionable knowledge.
• Faster Fault Resolution
  Immediate access to relevant troubleshooting steps and procedures.
• Knowledge Retention
  Preservation of expert know-how despite workforce changes.