The Challenge
- Unplanned machine downtime leads to costly delays.
- Troubleshooting quality is inconsistent and depends on technician experience.
- Technicians waste time searching for manuals, logs, and past tickets.
- Manual troubleshooting is slow and error-prone.

The AI-Powered Solution
AI for maintenance is an AI assistant that integrates with real-time machine logs, references past tickets and SOPs, and automatically suggests fixes or required parts. It also creates reports, automates ticketing, and continuously collects knowledge for future incidents.
Key Benefits & Value
- Consistent troubleshooting quality across all technicians, reducing dependence on individual expertise.
- Faster issue resolution with AI-driven, context-aware recommendations.
- Reduced downtime by eliminating delays in diagnosing and resolving machine failures.
- Automated ticket creation and reporting for better incident tracking and future optimization.

AI Features Enabling This Solution
- AI-Driven Knowledge Retrieval – Instantly pulls maintenance records, past troubleshooting cases, and SOPs.
- Predictive Issue Resolution – Uses past data and real-time logs to suggest fixes and required parts.
- Automated Workflows – Creates tickets, assigns priorities, and escalates when needed.
- Knowledge Capture & Reporting – Logs insights from each incident for future reference and process improvement.