AI-powered Knowledge Bots secure industrial expertise and accelerate maintenance on the shop floor
Valuable expert knowledge is transformed into digital agents to support maintenance teams directly in production in real-time. By combining AI chatbots with technical documentation and service data, it is ensured that critical maintenance know-how remains available at all times and complex troubleshooting is significantly accelerated.
Performance metrics
Drastic acceleration of fault diagnosis through immediate access to consolidated expert knowledge directly at the machine Significant reduction in machine downtime through proactive and precise support during maintenance Successful standardization of maintenance results and processes across various international production sites Full digitalization of paper-based documentation into an interactive, source-based knowledge database
Overview
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Use case in detail
Knowledge loss due to demographic change and fragmented data structures
The manufacturing industry faces the challenge that decades of know-how are at risk of being irretrievably lost as experienced specialists retire. Furthermore, paper-based documentation and fragmented information in isolated IT systems complicate a rapid response in the event of a malfunction. These inefficient search processes inevitably lead to long, costly machine downtimes and increase the susceptibility to errors when less experienced personnel perform complex maintenance tasks.
Intelligent networking of service portals and AI agents
To solve this problem, source-based AI chatbots are integrated directly into central service portals. The technological foundation is an intelligent link between service data and the entire technical documentation of the machine park. Via modern protocols such as Scoped MCP (Model Context Protocol), the Knowledge Bots receive precise access to relevant contexts. This allows them to provide maintenance teams with validated step-by-step instructions and precise fault analyses based on real expert data, instead of merely giving generic answers.
Efficient knowledge transfer for the Smart Factory
The digitalization of factory know-how secures operational continuity and sustainably increases the productivity of the entire maintenance department. By providing digital agents, valuable expert knowledge is democratized and is available to global teams immediately and regardless of location. This minimizes operational risks, ensures a consistently high quality of maintenance processes, and forms the technological foundation for data-driven knowledge transfer in modern production.
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