Sight Machine Maintenance Agent

The Maintenance Agent uses predictive analytics to forecast equipment failures, enabling proactive maintenance and improved availability. It also offers process documentation capabilities by offering tools to document maintenance records and downtime root causes systematically. This allows teams to preserve institutional knowledge and address underlying issues that help prevent recurring failures.

Maintenance teams can now go from reactive firefighting to proactive, data-driven reliability management, delivering significant cost savings.

The Maintenance Agent uses a multi-agent architecture consisting of an orchestrator agent, a root cause analysis agent, a process documentation agent, and a downtime predictor agent. Each agent uses pre-validated machine learning (ML) tools to ensure that the results are highly accurate.

Built on Azure AI Foundry Agent Service, this agent delivers real-time insights and predictive analytics to shop floor teams through a natural language interface, without requiring data science expertise. It also supports MCP, enabling easy integration with other AI applications.