mongodb-industry-solutions/multiagent-predictive-maintenance
This project implements an agentic system for predictive maintenance using MongoDB, AWS Bedrock, LangGraph.js and Next.js.
This project helps manufacturers automate maintenance on their shop floor. It takes real-time machine data and logs, then uses AI to detect anomalies, diagnose problems, and autonomously create and schedule work orders. Operations managers and plant supervisors can use this to keep production running smoothly with less manual intervention.
Use this if you need to move beyond simple failure prediction to an autonomous system that can diagnose issues, plan, and schedule maintenance tasks in real-time across your manufacturing operations.
Not ideal if you're looking for a basic failure prediction model that doesn't involve automated diagnosis, work order generation, or multi-agent coordination.
Stars
9
Forks
10
Language
JavaScript
License
MIT
Category
Last pushed
Mar 11, 2026
Commits (30d)
0
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