AKILIQ MONITOR

Detect data problems before your customers do.

Monitor datasets and pipelines for unexpected changes, stale data and quality problems.

VALIDATE

Know when your data changes — or something goes wrong.

Monitor quality, freshness, structure and behavior before unreliable data reaches downstream systems.

Investigate schema drift, unusual volumes, missing records, freshness and duplicates.

Understand the context around a quality issue instead of seeing only a failed job.

Find unexpected changes before they reach downstream systems and customers.

Connect, Data, Flow, Monitor and API work together; AI assists across the workflow.

Follow freshness, schema drift, completeness, duplicates, volume changes and anomalies to spot quality problems early.

GET STARTED

Start building your first data workflow, explore procurement intelligence, or talk to us about your requirements.