AI-Era KPIs for Fleet & Transportation

Proposed performance indicators for fleet & transportation operations where AI and automation create decisions that legacy metrics cannot measure.

31
Proposed KPIs
18
Categories

DOT Regulatory Compliance (2 KPIs)

Fleet Inspection Margin Index (FIMI)
GMI-TF-001 Pilot-Ready
DVIR Severity Classification Accuracy (DSCA)
GMI-TF-002 Infrastructure-Dependent

DOT Pipeline Compliance (2 KPIs)

Pipeline Assessment Deadline Compliance by Segment (PADCS)
GMI-TF-003 Pilot-Ready
Pipeline Anomaly Classification Accuracy (PACA)
GMI-TF-008 Infrastructure-Dependent

DOT Fleet Safety Scoring (1 KPIs)

CSA-Weighted Maintenance Priority Score (CWMPS)
GMI-TF-004 Integration-Required

DOT Rail Inspection (1 KPIs)

Track Inspection Detection Quality Index (TIDQI)
GMI-TF-005 Infrastructure-Dependent

DOT Rail Compliance (1 KPIs)

Locomotive Inspection Margin Index (LIMI)
GMI-TF-006 Pilot-Ready

DOT Recall and Campaign Compliance (1 KPIs)

Recall Remedy Velocity (RRV)
GMI-TF-007 Pilot-Ready

Dispatch-Maintenance Conflict Resolution (2 KPIs)

Dispatch-Maintenance Conflict Override Rate (DMCOR)
GMI-TF-009 Pilot-Ready
Consist Minimum Inspection Margin (CMIM)
GMI-TF-012 Pilot-Ready

Condition Assessment Discordance (1 KPIs)

Telematics-Log Concordance Index (TLCI)
GMI-TF-010 Integration-Required

Fleet-Wide Action Uniformity (1 KPIs)

Campaign Regulatory Completion Uniformity (CRCU)
GMI-TF-011 Pilot-Ready

Workflow-Induced Repair Delay (1 KPIs)

Warranty-Induced Safety Repair Delay (WISRD)
GMI-TF-013 Pilot-Ready

Data Pathway Integrity (1 KPIs)

Repeat Repair Detection Suppression Index (RRDSI)
GMI-TF-014 Integration-Required

Cost Model Distortion (1 KPIs)

Motor Pool Maintenance Funding Ratio (MPMFR)
GMI-TF-015 Integration-Required

AI Dispatch Decision Quality (3 KPIs)

Dispatch Wear Concentration Index (DWCI)
GMI-TF-016 Pilot-Ready
Driver-Load Proficiency Match Score (DLPMS)
GMI-TF-017 Integration-Required
Relay Outcome Differential (ROD)
GMI-TF-018 Integration-Required

Route and Schedule Cascade Effects (2 KPIs)

Re-Route Cascade Delay Index (RCDI)
GMI-TF-019 Integration-Required
Driver Route Independence Score (DRIS)
GMI-TF-020 Infrastructure-Dependent

Driver Safety Scoring Integrity (2 KPIs)

Defensive Braking False Positive Rate (DBFPR)
GMI-TF-021 Integration-Required
Coaching-Attrition Correlation Index (CACI)
GMI-TF-022 Integration-Required

HOS and Rest Quality Compliance (2 KPIs)

HOS Margin Consumption Rate (HMCR)
GMI-TF-023 Pilot-Ready
Rest Strategy Safety Differential (RSSD)
GMI-TF-024 Infrastructure-Dependent

Fleet Economics and Lifecycle Integrity (4 KPIs)

Fuel Deviation Value Index (FDVI)
GMI-TF-025 Pilot-Ready
EV Assignment Reality Gap (EVARG)
GMI-TF-026 Integration-Required
Regulatory Burden-Adjusted Replacement Score (RBARS)
GMI-TF-027 Integration-Required
Demand Forecast Accuracy at Decision Horizon (DFADH)
GMI-TF-028 Pilot-Ready

Compliance and Risk Calibration (3 KPIs)

Risk Score Currency Index (RSCI)
GMI-TF-029 Integration-Required
DQ File Classification Accuracy (DQCA)
GMI-TF-030 Pilot-Ready
ETA Promise Calibration Gap (EPCG)
GMI-TF-031 Pilot-Ready

Maturity Distribution

Pilot-Ready
14
Integration-Required
12
Infrastructure-Dependent
5

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