Operationalising Child Visibility: Indicator Architecture, Data Pipelines, and Quality Gates

Moving from concept to measurement requires reproducible pipelines. This note documents how CVI indicators are derived from civil registration, health information systems, education management systems, and social protection registries.

Quality gates

We specify completeness thresholds, duplicate-resolution rules, age-consistency checks, and temporal coverage requirements. Pipelines that fail quality gates are flagged for remediation rather than silently scored.