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Measures

Deployment Velocity

How quickly and safely AI models move from experiment to production, and how efficiently the MLOps pipeline operates

Model Deployment Lead Time
ML Pipeline Reliability Score
Experiment-to-Production Cycle Time
Model Rollback Rate

Technical debt is like junk food - easy now, painful later.

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