Algorithmic Efficacy & Model Health (9 KPIs)
Alert Net Economic Yield (ANEY)
Actionable Prognostic Horizon (APH)
Sensor-vs-Asset Degradation Disambiguation (SADD)
Model Confidence Calibration Error (MCCR)
Concept Drift Velocity (CDV)
Feature Importance Stability (FIS)
Edge Deployment Fidelity (EDF)
Explainability-to-Action Validation (EAV)
Contextual Recall Across Operating Envelope (CROE)
Human-AI Symbiosis & Workflow (9 KPIs)
Time to Calibrated Trust (TTCT)
Override Appropriateness (OA)
Cognitive Load per Diagnostic Resolution (CLDR)
Explanation Sufficiency and Resolution Efficiency (ESRE)
Skill Atrophy Trajectory (SAT)
Recommendation-to-Execution Translation Loss (RETL)
Shared Situational Awareness (SSA)
Work Order Feedback Quality and Model Learning Gain (WOFQ)
Intervention Dissonance Cost (IDC)
Digital Twin & System Resilience (8 KPIs)
Physical-to-Virtual State Latency (PVSL)
Twin Fidelity Drift (TFD)
Counterfactual Intervention Accuracy (CIA)
Cascading Failure Containment (CFC)
Critical Dependency Visibility (CDVIS)
Resilience Recovery Quality (RRQ)
Topological Resilience Reserve (TRR)
Failure Mode Coverage Saturation (FMCS)
Autonomous MRO & Supply Chain Elasticity (9 KPIs)
Predictive Hoarding Waste (PHW)
Algorithmic Just-in-Time Arrival Accuracy (AJTAA)
MRO Bullwhip Dampening (MBD)
Sourcing Elasticity and Substitution Resilience (SESR)
Obsolescence Velocity and Prediction Lead Time (OVPLT)
Additive Manufacturing Capture Rate (AMCR)
Autonomous Reorder Confidence (ARC)
Cross-Site Inventory Arbitrage (CSIA)
Supplier Signal Coherence (SSC)
Energy Economics & Resource Conservation (10 KPIs)
Degradation Energy Tax (DET)
Carbon Payback on Repair vs. Replace (CPRR)
Scope 3 Maintenance Logistics Intensity (S3MLI)
Carbon-Weighted OEE (cOEE)
Grid-Carbon-Adjusted Maintenance Scheduling (GCAMS)
Embodied Carbon per Work Order (ECWO)
Circular Maintenance Index (CMI)
End-of-Life Timing Optimality (ELTO)
Sustainable Maintenance Value Density (SMVD)
Exergetic Sustainability Index (ESI)