Soda

About

Soda is the comprehensive data quality platform that offers end-to-end data quality management, enabling users to test, debug, and prevent data issues while uniting data producers and consumers in defining high-quality data that benefits the business. Soda empowers both coders and non-coders with the tools needed to monitor data quality health and ensure data reliability from the get-go: Data Observability: Foundational Monitoring Activate Soda’s out-of-the-box, ML-driven dashboards to profile your data and provide automated insights into anomalies that could cause downstream issues. Within five days, you can build a comprehensive view of your data’s behavior over time and automate essential data monitoring tasks – such as tracking, volume, freshness, schema changes, and other vital metrics–using AI and machine learning to detect anomalies. Pipeline Testing: Prevention is Better Than Cure Test data quality early and often in development and production pipelines to catch problems far upstream, before they can impact your business. Users can write checks explicitly and declaratively as code, and manage version control of check files in Git. What makes Soda unique? Data Contracts: API for Data Data Contracts help data teams manage ownership and establish an agreed-upon state of data quality using a common language to detect and prevent issues. No-code UI for Business Collaboration Capture business requirements through an easy-to-use no-code interface, leveraging over 25 out-of-the-box and quick-to-scale built-in checks and metrics. GenAI Assistants GenAI Assistants translate natural language into SQL queries or regular expressions and simplify complex business rules with GenAI-boosted check creation. Users can provide natural language prompts to generate production-ready checks, fix issues, and answer questions about the platform. Native integrations and APIs for your stack: - Receive alerts via email, Slack, and MS Teams for seamless collaboration. - Integrate with data catalogs such as Alation, Atlan, Collibra, data.world, and more. - Create incidents to track issue investigations and use webhooks to route alerts to your on-call systems like Jira, Opsgenie, and ServiceNow.