MODELS · ML REGISTRY

Model fleet · 16 in production

Every learned model under MAIA management at this plant. Status, drift, accuracy, training lineage, A/B versus the held-out control population, and one-click rollback.

MODELS IN PRODUCTION

of 16 registered

DRIFT ALERTS

med/high drift in production

RETRAINS · LAST 24h

incl. scheduled + on-drift

INFERENCES · 24h

241.0k

across all models

Model	Type	Status	Ver	Trained	Metric	Drift	Owner
Demand-Forecast-v3 Plant Ops · 3 consumers	Prophet	production	3.2.1	12 hr ago	4.7% MAPE	0.18	E. Schwartz
Defect-Risk-Scoring-v2 Quality · 2 consumers	XGBoost	production	2.5.0	3 days ago	0.872 F1	0.32	L. O'Brien
OEE-Anomaly-Detector Plant Ops · 2 consumers	LSTM	production	1.8.4	6 hr ago	0.941 AUC	0.09	M. Gutierrez
Maintenance-RUL Maintenance · 2 consumers	LSTM	production	2.1.0	1 day ago	4.2 d MAE	0.41	T. Yamamoto
Supplier-OTIF-Predictor Supply chain · 2 consumers	RandomForest	production	1.4.2	5 days ago	0.812 F1	0.55	Procurement
Yield-Optimizer Stamping · 2 consumers	XGBoost	production	3.0.1	2 days ago	0.830 R²	0.22	P. Anand
Quality-Vision-CV Quality · 2 consumers	CNN	production	4.2.0	8 hr ago	0.962 Recall	0.14	L. O'Brien
Energy-Forecaster Facilities · 2 consumers	Prophet	production	2.0.3	yesterday	3.9% MAPE	0.11	Facilities
Material-Pricing Supply chain · 2 consumers	Ridge	production	1.2.0	1 wk ago	6.1% MAPE	0.27	Procurement
Operator-Fatigue-Predictor Plant Ops · 1 consumer	XGBoost	shadow	0.9.3	2 days ago	0.740 F1	0.19	EHS
Schedule-Optimizer Plant Ops · 1 consumer	MIP	production	5.1.0	3 hr ago	1.4% Gap-to-opt	0.06	Plant Ops
Changeover-SMED Stamping · 2 consumers	RandomForest	production	1.3.1	4 days ago	2.8 d MAE	0.16	P. Anand
Safety-Risk-Scoring Plant Ops · 2 consumers	XGBoost	production	1.5.0	yesterday	0.881 Recall	0.24	EHS
Inventory-Pull Supply chain · 2 consumers	XGBoost	production	2.4.0	today	5.3% MAPE	0.13	Supply chain
Throughput-Bottleneck Plant Ops · 1 consumer	Transformer	training	2.0.0-rc1	in progress	0.690 F1	0.00	M. Gutierrez
Customer-Churn Commercial · 1 consumer	XGBoost	retired	1.1.0	3 mo ago	0.712 AUC	0.71	Commercial