Event Data Quality Toolkit
Collect clean customer data, so you can spend less time wrangling and more time helping your business drive revenue


Enforce quality at capture
Capture and route standardized events downstream with managed pipelines, and focus on higher-value work.
Manage violations in pipeline
Fix data issues in flight between collection and delivery--before they cause problems downstream.
Deliver activation-ready data
Help all your stakeholders drive better results with immediate access to clean customer data in the tools they use.
















Enforce event data quality in pipeline
Our enterprise-grade tools solve data quality at the source, building trust so every team can drive results with clean customer data.
Fix issues before they get downstream
Use templates or custom code to fix schemas, data types, event types, and more in real time between collection and delivery.
Clean, re-shape, and update schemas.
Deploy updates without opening dev tickets.
Customize fixes by source or destination.
Version-control changes.


Monitor your pipelines from end-to-end
Monitor all of your Event Stream and Reverse ETL pipelines from a central health dashboard with real-time observability.
Get end-to-end visibility across sources and destinations.
See metrics for ingestion, delivery, failures, and more.
Set up customizable alerts for Slack, MS Teams, email, webhook, and custom channels.
