Striim

Use it when

• Changes must be transformed in flight: streaming SQL filters, joins, masks, and aggregates between capture and delivery, before data lands anywhere.
• Sources mix databases and SaaS: Oracle, MySQL, PostgreSQL, SQL Server, and MongoDB alongside Salesforce, Stripe, ServiceNow, and more than a hundred connectors overall.
• Targets are the modern warehouses: Snowflake, BigQuery, Databricks, Synapse, and Kafka, with exactly-once delivery configurable.
• You want the same platform managed as SaaS or self-managed in your own cloud.

Think twice when

• Replication alone is the need; pure movers (Datastream, DMS, Debezium) do it with less platform to own or license.
• Budget is small; Cloud bills per event and Platform is licensed per connector, and this is enterprise software.
• You would rather transform after landing; the in-flight SQL is the differentiator you would be paying for.

How it runs

A multi-node Striim cluster with its own metadata repository, run for you as SaaS on the major clouds or self-managed. Sources need log access (ARCHIVELOG plus LogMiner or XStream on Oracle); pipelines apply streaming SQL between source and target, with schema-drift actions configurable per target. Striim Developer is the free sandbox.