AI-Era KPIs for Software Delivery

Proposed performance indicators for software delivery operations where AI and automation create decisions that legacy metrics cannot measure.

19
Proposed KPIs
6
Categories

AI-Generated Code Quality (3 KPIs)

Semantic Defect Origin Rate (SDOR)
GMI-SWD-001 Integration-Required
Architectural Coherence Drift Index (ACDI)
GMI-SWD-002 Infrastructure-Dependent
Dependency Selection Quality Score (DSQS)
GMI-SWD-003 Integration-Required

Review & Verification Integrity (4 KPIs)

Review Attention Displacement Index (RADI)
GMI-SWD-004 Infrastructure-Dependent
Effective Review Depth Index (ERDI)
GMI-SWD-005 Infrastructure-Dependent
Test Specification Alignment Score (TSAS)
GMI-SWD-006 Integration-Required
AI Test Environmental Sensitivity Rate (ATESR)
GMI-SWD-007 Pilot-Ready

Architecture & Design Governance (2 KPIs)

Architecture-Team Fitness Score (ATFS)
GMI-SWD-008 Infrastructure-Dependent
Design Rationale Transparency Score (DRTS)
GMI-SWD-009 Infrastructure-Dependent

Dependency & Security Intelligence (2 KPIs)

Reachability Score Accuracy Index (RSAI)
GMI-SWD-010 Integration-Required
Upgrade Cascade Accuracy (UCA)
GMI-SWD-011 Integration-Required

Release & Operational Resilience (4 KPIs)

Release Risk Score Calibration Index (RRSCI)
GMI-SWD-012 Pilot-Ready
Deploy Strategy Exposure Index (DSEI)
GMI-SWD-013 Integration-Required
Remediation Learning Rate (RLR)
GMI-SWD-014 Infrastructure-Dependent
Rollback Cascade Coherence Index (RCCI)
GMI-SWD-015 Integration-Required

Code Evolution & Specification Quality (4 KPIs)

Refactoring Semantic Fidelity Score (RSFS)
GMI-SWD-016 Infrastructure-Dependent
Debt Detection Coverage Ratio (DDCR)
GMI-SWD-017 Integration-Required
Specification Completeness Gap (SCG)
GMI-SWD-018 Infrastructure-Dependent
Specification Error Propagation Rate (SEPR)
GMI-SWD-019 Integration-Required

Maturity Distribution

Pilot-Ready
2
Integration-Required
9
Infrastructure-Dependent
8

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