Live: test failures
Failed tests surface the break immediately.
On the roadmap
This solution is planned — not live yet. Related VectorData capabilities that already ship are linked below.
Use case · Reliability
Schema drift response
Catch column changes before dashboards silently break.
The problem
A rename ships upstream. Downstream models fail at 6am. Nobody saw the schema move.
The outcome
Pair dbt test failures today with planned schema drift detection — one calm path to the break.
dbt tests
Live signal today
Schema
Roadmap detection
1 queue
Watchdog Fix-first
Capabilities
Soon: schema drift
Metadata column/type change detection.
Blast radius
See which KPIs sit downstream.
Calm alert
One notification, not a Slack storm.
- ✓Related product page: /vectordata/schema-drift
- ✓Live dbt triage: /vectordata/dbt-failures
- ✓Learn guide: /learn/schema-drift-explained
- ✓Try the demo
Related
Watchdog / Fix first
AI ranks stale tables, failed dbt runs, and cost spikes into one Fix-first queue.
Read →Executive KPI trust
Know the KPI tables are fresh before the Monday leadership meeting.
Read →Board deck confidence
Freeze the numbers that go in the board pack — with a freshness check first.
Read →Data contracts / SLOs
Freshness targets and owner expectations per table — on the roadmap.
Read →