Monitor data flows
Track scheduled pipelines, integrations and freshness rules across the systems your teams depend on.
AppexAI WORKERS / Data Operations Worker
AVAILABLE FOR IMPLEMENTATION
Keep business data reliable and moving.
Monitor pipelines, validate data quality and coordinate the recovery of failed synchronizations before they affect reporting or operations.01 RESPONSIBILITY
One clearly defined job.
The Worker receives an input, operates inside its boundaries and delivers a verifiable result.Investigate quality issues
Trace missing, duplicated or inconsistent records back to the affected source and transformation.
Coordinate recovery
Retry approved jobs, route exceptions and confirm that downstream systems return to a healthy state.
02 EXAMPLE EXECUTION
How a real run moves.
Every step leaves a visible signal, and sensitive actions stop for review.DO
ACTIVE WORKERData Operations Worker
RUN #APX-48291 IN PROGRESS
- 01Quality issue detectedCOMPLETE
- 02Affected records identifiedCOMPLETE
- 03Source validatedCOMPLETE
- 04Recovery authorizedREVIEW
- 05Data health confirmedPENDING
03 YOUR EXISTING STACK
One Worker. Every system it needs.
Connections configured with least-privilege access and limited to its responsibility.DOAI WORKERData Operations Worker
Data warehouseCONNECTED
ETL platformCONNECTED
Business intelligenceCONNECTED
CRMCONNECTED
Cloud storageCONNECTED
04 MEASURABLE IMPACT
Automation should move a metric.
We agree the baseline before building and track the result after every run.Pipeline reliability
Baseline, target and source of truth defined during scoping.
Time to data recovery
Baseline, target and source of truth defined during scoping.
Data quality exceptions
Baseline, target and source of truth defined during scoping.