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Segmentation Engine
Build dynamic audience segments with a powerful recursive filter DSL that compiles to warehouse-native SQL.
Recursive Filter DSL
Compose complex segment rules with nested AND/OR logic, property filters, event conditions, and time windows.
Warehouse-Native Execution
Segments compile to optimized SQL pushed down to your data warehouse — Snowflake, BigQuery, or PostgreSQL.
Real-Time Evaluation
Segments refresh as events flow in, with PG LISTEN/NOTIFY for instant membership updates.
ML-Powered Segments
Built-in churn prediction, LTV tiers, and adaptive segments powered by machine learning models.