Use case
Warehouse data, minutes behind production.
Most CDC pipelines fall behind during peak hours, recover overnight, and run reporting on eight-hour-old data. Wirekite Replicate keeps lag in single-digit minutes, sustained, with the loader applying every change.
Your dashboards are lying.
Snowflake, Google BigQuery, Firebolt, and Databricks all query fast. The problem is what they're querying. If your CDC pipeline is hours behind production, the dashboard on top of it is hours wrong — and the team making decisions from it doesn't know.
The bottleneck is almost never the source. Postgres can emit changes from a logical slot at 300K rows per second. MySQL's binlog reader can keep pace with a busy primary. The problem is downstream — most CDC tools parse, transform, and apply changes one at a time on the target, and that's where the lag piles up.
Wirekite Replicate uses a binary change format, engine-tuned capture on the source, and batched MERGE on the target. The loader keeps up with what the source can produce.
On real hardware. On production-shaped workloads.
Sustained — not lab bursts. With the loader applying every change.
Why Wirekite keeps up.
01
Saturate the source.
Wirekite captures change data through paths tuned to each engine's internals, keeping every available channel busy. The source-side bottleneck disappears.
02
Binary change format.
Captured changes go into Wirekite's own binary format, optimized for the loader to consume at line rate. No JSON parsing. No verbose intermediates. No format conversions on the hot path.
03
Batched MERGE on target.
Changes are de-duplicated per row key and applied as batched MERGE statements on the target — taking advantage of the warehouse's bulk-apply path instead of row-at-a-time inserts.
04
Type-aware mapping.
Timestamps, NUMERIC precision, JSON, NULL handling — Wirekite maps every source dialect into the target's native type system so the apply step is correct, not just fast.
Pick the warehouse. We support it.
Wirekite Replicate writes into every major analytical target.
Need your warehouse current?
Book a 30-minute demo. We'll set up a CDC pipeline against your workload, live, end-to-end.