Control plane and observability

Operate the fleet from one place. Keep row data out of it.

The control plane stores desired state, dispatches lifecycle commands, and aggregates health. Outbound agents capture and apply locally.

The job to be done

Move committed data with a path your team can explain.

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.

The web app and API manage table selection, agent assignment, destinations, reload, archive, restore, and deletion. Commands reconcile after reconnect. SQL Flow handles start, pause, stop, resume, and confirmed reload; projects and reusable connections; agent enrollment, approval, and reassignment; target schema check and provisioning.

Why this path matters

Create, change, recover, and retire pipelines.

The web app and API manage table selection, agent assignment, destinations, reload, archive, restore, and deletion. Commands reconcile after reconnect. SQL Flow handles start, pause, stop, resume, and confirmed reload; projects and reusable connections; agent enrollment, approval, and reassignment; target schema check and provisioning.

What changes for you

Fleet and pipeline views separate source capture, relay transfer, target apply, initial load, and spool backlog. Alerts can reach external webhooks. SQL Flow handles events and bytes per second; capture lag, apply lag, backlog, and ETA; alerts, acknowledgement, and notifications; health, API scopes, logs, and audit.

The outcome

Show us fleet size, alert channels, and operating model. We will map deployment and observability.

The payoff

See what the capability changes.

Fleet

Pipelines and agents

Search, group, assign, and inspect every path.

Live

Lag and throughput

Separate capture, relay, apply, load, and backlog.

Audit

Operator evidence

Record mutations, denials, and resolutions.

Where the work happens

The details that make the result usable.

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.

Lifecycle control

Create, change, recover, and retire pipelines.

The web app and API manage table selection, agent assignment, destinations, reload, archive, restore, and deletion. Commands reconcile after reconnect.

SQL Flow handles start, pause, stop, resume, and confirmed reload; projects and reusable connections; agent enrollment, approval, and reassignment; target schema check and provisioning.

  • Start, pause, stop, resume, and confirmed reload
  • Projects and reusable connections
  • Agent enrollment, approval, and reassignment
  • Target schema check and provisioning

Operational signal

See which phase owns the lag.

Fleet and pipeline views separate source capture, relay transfer, target apply, initial load, and spool backlog. Alerts can reach external webhooks.

SQL Flow handles events and bytes per second; capture lag, apply lag, backlog, and ETA; alerts, acknowledgement, and notifications; health, API scopes, logs, and audit.

  • Events and bytes per second
  • Capture lag, apply lag, backlog, and ETA
  • Alerts, acknowledgement, and notifications
  • Health, API scopes, logs, and audit

Before you choose

Check the path against your environment.

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.

  • Start, pause, stop, resume, and confirmed reload
  • Projects and reusable connections
  • Agent enrollment, approval, and reassignment
  • Target schema check and provisioning
  • Events and bytes per second
  • Capture lag, apply lag, backlog, and ETA

The path to confidence

See the work. Make the call. Prove the result.

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.

  1. Create, change, recover, and retire pipelines.

    The web app and API manage table selection, agent assignment, destinations, reload, archive, restore, and deletion. Commands reconcile after reconnect. SQL Flow handles start, pause, stop, resume, and confirmed reload; projects and reusable connections; agent enrollment, approval, and reassignment; target schema check and provisioning.

  2. See which phase owns the lag.

    Fleet and pipeline views separate source capture, relay transfer, target apply, initial load, and spool backlog. Alerts can reach external webhooks. SQL Flow handles events and bytes per second; capture lag, apply lag, backlog, and ETA; alerts, acknowledgement, and notifications; health, API scopes, logs, and audit.

Keep the plan connected

Take the next useful step.

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

What this page leaves you with

  • Pipelines and agents
  • Lag and throughput
  • Create, change, recover, and retire pipelines.
  • See which phase owns the lag.
  • Give operators the whole pipeline, not one green light.

Take the next step

Give operators the whole pipeline, not one green light.

Show us fleet size, alert channels, and operating model. We will map deployment and observability.

Talk through my use case