Modern connected worker platforms like Augmentir help manufacturers improve their Total Productive Maintenance programs by making it easier for frontline workers to detect and eliminate equipment abnormalities.
Augmentir provides AI-powered connected worker tools that guide operators through maintenance procedures and inspections, ensuring Fuguai is identified early and resolved quickly.

With Augmentir, manufacturers can:
Digitize Autonomous Maintenance
Operators can follow guided digital workflows for routine inspections and maintenance tasks, helping them detect small abnormalities before they escalate.
Capture Abnormalities in Real Time
Workers can instantly report Fuguai from the shop floor using mobile devices, attaching photos and notes so maintenance teams can quickly assess the issue.
Improve Knowledge and Training
Augmentir provides AI-powered guidance and on-the-job support, helping workers recognize abnormalities they might otherwise miss.
Analyze Maintenance Data
Augmentir’s analytics capabilities help manufacturers identify patterns in equipment abnormalities and prioritize improvements that reduce downtime and increase reliability.
By combining connected worker technology with AI-powered insights, Augmentir helps organizations strengthen their TPM initiatives and systematically eliminate Fuguai across their operations.
Fuguai, a term popularized by Seiichi Nakajima, may seem minor, but in Total Productive Maintenance, small abnormalities often lead to major equipment failures if ignored. By identifying, tracking, and eliminating fuguai early, organizations can significantly improve equipment reliability, safety, andRequest a demo productivity.
A strong TPM program focuses on early detection, operator involvement, and continuous improvement to ensure that small problems never grow into costly breakdowns.