Factory AI (Predict)

door Factory AI Group

AI Application

Laag vertrouwen

Factory AI (f7i.ai) is a sensor-agnostic AI predictive maintenance and AI-powered CMMS platform for mid-sized manufacturers, that deploys in brownfield plants in under 14 days with no-code setup. The Predict platform uses deep neural networks, ensemble machine learning (Random Forest, XGBoost, SVM), time-series forecasting (LSTM, ARIMA) and unsupervised anomaly detection on existing sensor/historian/SCADA data to detect failure precursors, estimate remaining useful life, perform root-cause analysis and prescribe maintenance actions. The bundled Prevent CMMS adds AI-powered work-order generation and scheduling. Intended users are reliability engineers and maintenance teams (and leaders) in manufacturing, especially food manufacturing; evidenced deployments include Arnotts (approx. 80 actionable predictive alerts over 12 months, ~$500k avoided downtime across two food sites) and Darrell Lea (15% reduction in unplanned downtime). Vendor-reported claims include 95% prediction accuracy, 5% false positive rate; no independent validation found.