Asset Health and Predictive Maintenance with Claude and Slack

Cheng Siong Chin's n8n template is built for facility and maintenance engineers in manufacturing, energy, and infrastructure. It ingests asset telemetry, runs multiple specialist Claude agents (anomaly detection, severity scoring, failure mode classification) over the readings, then routes the outputs — critical alerts go to Slack, high-risk findings are escalated by email, routine maintenance is logged for the planner.