Lightup

Lightup is an enterprise data quality and data observability platform designed to monitor, validate, and safeguard data used in AI, analytics, and data-driven products. It connects to modern data stacks, including data warehouses, data lakes, and streaming platforms, to provide continuous visibility into data health across critical pipelines. The platform automatically profiles datasets, learns normal behavior, and detects anomalies in volume, distribution, schema, and relationships, enabling teams to identify and resolve data issues before they impact downstream models and applications.

Lightup supports configurable data quality rules, SLAs, and policies, giving data engineers, analytics teams, and ML practitioners fine-grained control over what constitutes “healthy” data. It offers alerting, incident management, and root-cause analysis tools that integrate with existing workflows, such as Slack, ticketing systems, and monitoring dashboards.