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

# Identification, accuracy, and confidence

> Explain how signal quality should be evaluated before product decisions rely on it.

# Identification, accuracy, and confidence

Any identification layer should be measured, not assumed. Confidence scores,
false positives, and environment-specific gaps need to be understood before
they drive automation or policy.

## Evaluation areas

* browser and device variability
* consent and tracking limitations
* proxy or network effects
* SDK and environment differences
* server-side enrichment quality

Operational teams should capture these assumptions in release notes and support
documentation when behavior changes.