A database for state transitions. Finally.

Build reliable data products from CDC events with dramatically simpler infrastructure. No stream processors, no state stores, no broker headaches.

1-Dimensional Data

Raw database changes. A notification that something changed, what it was before, what it is now. Nothing about timing, relationships, or business meaning.

Lost Relationships

Foreign keys, primary keys, semantic connections—lost the moment CDC events land in Kafka topics. Each table becomes its own topic. The relational fabric? Gone.

No Business Meaning

"UPDATE customers SET status = 2" tells you nothing about what actually happened. Was the customer upgraded? Suspended? The raw event doesn't say.

Complex Reconstruction

Stream processing, state stores, repartitioning, temporal join handling—all this complexity just to reconstruct what you started with. And you still don't have the context you need.

Ingress

CDC events land in streams organized by primary key, not table.

Organize

Projections produce derived streams for business objects and processes

Query

Indexing enables query and filtering by any attribute you define

Consume

Downstream systems consume from any stream—raw, derived, or both

Real Business Impact

Source of Truth

A complete and immutable change history—replay anything, recover anywhere, and prove everything.

Better Data Products

Additional context and powerful organization capabilities to create better data artifacts, more easily.

Build Faster

Stop wrestling with broker and stream processing complexity. Build CDC-driven features in less time.

Lower Costs

Reduce stream processing infrastructure and the broker footprint. Fewer moving parts to maintain.

Deploy Your Way

Choose the deployment model that fits your needs

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Ready to reimagine CDC?