Segmentation Engine

Build dynamic audience segments with a powerful recursive filter DSL that compiles to warehouse-native SQL.

Compose complex segment rules with nested AND/OR logic, property filters, event conditions, and time windows.

Segments compile to optimized SQL pushed down to your data warehouse — Snowflake, BigQuery, or PostgreSQL.

Segments refresh as events flow in, with PG LISTEN/NOTIFY for instant membership updates.

Built-in churn prediction, LTV tiers, and adaptive segments powered by machine learning models.

Build Smarter Segments

See how Qarion segments compile to warehouse-native SQL.