Change Data Capture

Load the starting point. Stream every committed change after it.

SQL Flow combines a parallel seed with durable CDC. Pin the handoff position, catch the target up, monitor lag, and continue applying changes without introducing a second product or control plane.

Cutover without a long freeze

Keep the application writing while the target catches up.

SQL Flow records the source position that belongs to the initial load, streams subsequent committed transactions, and makes lag visible. When the target is ready, your team chooses the cutover window instead of rebuilding state from another snapshot.

  • ✓Parallel initial load
  • ✓Pinned CDC handoff
  • ✓Visible lag and progress
  • ✓Pause and resume from durable state

Match access to the source

There is no honest one-size-fits-all reader.

DirectLog moves decoding onto SQL Flow compute when logs are reachable. Native streams and SQL readers cover environments with different privilege and managed-service constraints.

  • ✓Oracle DirectLog or LogMiner
  • ✓SQL Server raw log, native CDC, or polling
  • ✓PostgreSQL pgoutput
  • ✓MySQL row binlog and Sybase capture paths

The payoff

See what the capability changes.

Seed + stream

One coordinated handoff

Start with parallel table load, then continue from the pinned change position.

10 paths

Source-aware capture

Choose direct-log, native-stream, or SQL-based access by engine and hosting model.

1 → many

Independent fan-out

Each destination advances from its own durable cursor.

Where the work happens

The details that make the result usable.

One continuous operating path

Seed and CDC share deployment, correctness, and operations.

Use the initial load to establish target state, then keep applying committed changes through the same control plane. SQL Flow owns the continuous handoff; Omni Loader owns standalone bulk-migration work.

Take the next step

Keep the target current from first row to cutover.

Tell us the source, hosting model, target, and access you can grant. We will map the initial load, capture mode, prerequisites, and cutover checkpoints.

Talk through my use case