Estuary
Real-time data platform unifying CDC, streaming, and batch
About Estuary
Estuary unifies CDC, streaming, and batch ingestion through the same connector infrastructure. Captures changes with sub-second latency and supports full historical backfills. Managed offering eliminates Kafka operational overhead.
Best for
Best for teams wanting to unify real-time CDC and batch pipelines without managing Kafka
Pros & Cons
Pros
- Unifies CDC, streaming, and batch in one platform
- Sub-second latency with managed infrastructure
- Free tier for proof of concept
Cons
- Newer platform — less proven at massive enterprise scale
- Not a general-purpose message broker
- CDC requires log access on source databases
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