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.
The job to be done
A capability matters when it removes an operational decision, not when it adds another checkbox. SQL Flow connects source-aware capture, durable progress, target apply, and validation so the page you are reading leads to a usable operating path.
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. SQL Flow handles parallel initial load; pinned CDC handoff; visible lag and progress; pause and resume from durable state.
Why this path matters
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. SQL Flow handles parallel initial load; pinned CDC handoff; visible lag and progress; pause and resume from durable state.
What changes for you
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. SQL Flow handles oracle DirectLog or LogMiner; SQL Server raw log, native CDC, or polling; PostgreSQL pgoutput; MySQL row binlog and Sybase capture paths.
The outcome
Tell us the source, hosting model, target, and access you can grant. We will map the initial load, capture mode, prerequisites, and cutover checkpoints.
The payoff
Start with parallel table load, then continue from the pinned change position.
Choose direct-log, native-stream, or SQL-based access by engine and hosting model.
Each destination advances from its own durable cursor.
Where the work happens
Read each capability as part of the operating path. The important question is not whether a feature exists, but what work it removes and what evidence it leaves behind.
Cutover without a long freeze
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.
SQL Flow handles parallel initial load; pinned CDC handoff; visible lag and progress; pause and resume from durable state.
Match access to the source
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.
SQL Flow handles oracle DirectLog or LogMiner; SQL Server raw log, native CDC, or polling; PostgreSQL pgoutput; MySQL row binlog and Sybase capture paths.
One engine, two capabilities
Use Burst Load for a one-shot move, CDC for a continuous stream, or coordinate both for seed-and-stream migration. The same navigation, agents, catalog, and operational contracts cover the whole path.
Before you choose
Use the page-specific details below as a short discovery checklist. They are the conditions and work areas that shape the capability, not generic product promises.
The path to confidence
The page keeps the product detail close to the decision it supports. Your team can see what the software handles automatically, what it changes for the target, and what the result leaves ready to operate.
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. SQL Flow handles parallel initial load; pinned CDC handoff; visible lag and progress; pause and resume from durable state.
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. SQL Flow handles oracle DirectLog or LogMiner; SQL Server raw log, native CDC, or polling; PostgreSQL pgoutput; MySQL row binlog and Sybase capture paths.
Use Burst Load for a one-shot move, CDC for a continuous stream, or coordinate both for seed-and-stream migration. The same navigation, agents, catalog, and operational contracts cover the whole path.
Keep the plan connected
A capability becomes easier to operate when the next decision follows from the constraint you just uncovered. Explore the related work that completes this part of the path.
Your working set
Take the next step
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
