Building a Centralized Alerting Framework for Data Quality Monitoring and Incident Management

Building a Centralized Alerting Framework for Data Quality Monitoring and Incident Management

Building a Centralized Alerting Framework for Data Quality Monitoring and Incident Management

Original URL: https://medium.com/helpshift-engineering/building-a-centralized-alerting-framework-for-data-quality-monitoring-and-incident-management-2f90d93a65b5

Article Written: June 16, 2026

Added: July 17, 2026

Type: tech2

Summary

The article discusses the development of a centralized alerting framework to enhance data quality monitoring and incident management within a growing data platform. It highlights the challenges faced with fragmented operational monitoring and the need for timely notifications to the right teams. The framework leverages Snowflake's capabilities along with integrations for email, Slack, and Splunk On-Call to automate incident creation and escalation. The architecture emphasizes the importance of contextual alerts, secure integrations, and modular design for effective incident response.

💭 Your Thoughts

Feel the same problem ad pain before: - operational monitoring was fragmented across multiple systems - The real challenge was ensuring the right people were notified quickly, with enough context to take action.

Technologies Referenced