Choose Alooma if
You only need managed ingestion into your warehouse, and already run transformations and activation elsewhere.
- Real-time streaming ETL with automatic schema drift handling
- Minimal coding: visual pipeline UI with built-in connectors to databases, Kafka, APIs, and SaaS apps
- Exactly-once delivery guarantees to BigQuery, eliminating duplicate data






