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Segmentation

Segments are an opaque batch job: simple filters can take 15 minutes to populate, complex ones much longer, and behaviour at million-profile scale is inconsistent.

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How we'd rebuild it for you

Segments are SQL views against your Postgres or DuckDB profile store, evaluated in milliseconds, not minutes. The same query that powers a flow trigger powers a campaign send and a Metabase dashboard, so a marketer can validate counts before pulling the trigger. Exports are a streaming CSV from the database, not a job queue you wait on.