AI-Era KPIs for Solo AI Operations

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Delegation Economics (4 KPIs)

Delegated Cycle Advantage (DCA)

GMI-SOLO-001 Integration-Required

First-Pass Acceptance Differential (FPAD)

GMI-SOLO-004 Integration-Required

Iterations to Acceptance (ITA)

GMI-SOLO-002 Pilot-Ready

Platform Spend Yield (PSY)

GMI-SOLO-003 Integration-Required

Verification and Quality (5 KPIs)

Agent Claim Calibration Error (ACCE)

GMI-SOLO-007 Pilot-Ready

Operator Edit Value (OEV)

GMI-SOLO-009 Research-Forward

Review Depth Coverage (RDC)

GMI-SOLO-005 Infrastructure-Dependent

Review Skill Coverage Ratio (RSCR)

GMI-SOLO-008 Integration-Required

Unreviewed Escape Share (UES)

GMI-SOLO-006 Infrastructure-Dependent

Autonomous Operations (4 KPIs)

Autonomous Failure Detection Lag (AFDL)

GMI-SOLO-013 Integration-Required

Intent Drift Score (IDS)

GMI-SOLO-011 Research-Forward

Scheduled Run Yield (SRY)

GMI-SOLO-010 Pilot-Ready

Source Silence Disambiguation Rate (SSDR)

GMI-SOLO-012 Integration-Required

Knowledge and Context Integrity (3 KPIs)

Context Fidelity Index (CFI)

GMI-SOLO-014 Pilot-Ready

Cross-Store Divergence Rate (CSDR)

GMI-SOLO-015 Integration-Required

Knowledge Base Contamination Rate (KBCR)

GMI-SOLO-016 Pilot-Ready

Skill and Asset Lifecycle (3 KPIs)

Asset Fix Ratio (AFR)

GMI-SOLO-018 Pilot-Ready

Skill Output Stability (SOS)

GMI-SOLO-017 Infrastructure-Dependent

Skill Payback Index (SPI)

GMI-SOLO-019 Integration-Required

Operator Capacity and Capability (3 KPIs)

Initiation-to-Completion Ratio (ICR)

GMI-SOLO-022 Pilot-Ready

Manual Capability Retention (MCR)

GMI-SOLO-021 Research-Forward

Production-to-Review Saturation (PRS)

GMI-SOLO-020 Integration-Required

Platform and Continuity Risk (3 KPIs)

Fleet Coherence Rate (FCR)

GMI-SOLO-024 Integration-Required

Obligation Margin Index (OMI)

GMI-SOLO-025 Pilot-Ready

Platform Concentration Exposure (PCE)

GMI-SOLO-023 Pilot-Ready

Maturity Distribution

Pilot-Ready

Integration-Required

Infrastructure-Dependent

Research-Forward