> ## Documentation Index
> Fetch the complete documentation index at: https://docs.pioneeroptimisation.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Model lifecycle

> Where your models are, and why.

Each model carries a lifecycle phase, advanced by observed telemetry, and a readiness evaluation. Readiness lists every unmet requirement with observed and required counts, and the path to completing it; a model cannot take traffic until its readiness is verified.

Evaluation metrics accompany models where available, with the dashboard's standing rule applied throughout: numbers without enough data behind them are annotated as not yet meaningful rather than shown bare.


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