Connect → monitor → alert → playbook

The four-step VectorData pipeline.

The problem

Giant platforms ask you to “implement observability.” Lean teams need a short pipeline.

The outcome

Connect metadata sources, monitor what matters, alert calmly, leave with a playbook.

Connect

Monitor

Alert

Playbook

What you get

Demo, artifact, or SA.

Freshness, dbt, cost.

One per root cause.

Owner + next step.

Learn · Reliability

Data freshness monitoring

How to know a table went quiet before a dashboard lies.

Learn · BigQuery

BigQuery table freshness

Using last-modified metadata as an SLA signal.

Learn · Reliability

Stale dashboard detection

Catching wrong numbers that still render fine.

Open workspace, or book a Data Stack Health Audit credited toward Managed.