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Automated Monitoring

Get ahead of data issues quickly by delivering full observability through easy instrumentation across your data workloads.

Easy Instrumentation

Effortlessly instrument datasets across any data workload to create observability and start monitoring your data.

Broad Observability

Automate data monitoring everywhere for observability at scale, whether that's in your warehouse or data lake.

Intelligent Alerting

Surface relevant issues more precisely with smarter anomaly detection. With Soda, you can get started without any rules.

Data Validation & Testing

Empower data teams to discover data issues that automation will miss. Self-service capabilities deliver the broad coverage that powerful data monitoring needs.

Gather Expectations

Break down data silos by crowdsourcing and centralizing the tacit knowledge of your analysts and SMEs.

Code-Based Testing

Deploy code-based testing to validate your data transformation code commits. Version control and manage your tests in Git.

Self-Service Validation

Increase coverage by validating your data according to the business rules that matter to your organization.

Data Issue Management

Alert the right people at the right time to help teams across the business diagnose, prioritize, and fix data issues to build confidence in your data’s trustworthiness.

Alert the Right People

Make sure the right people get involved by setting granular alert preferences based on role, team, or subject matter expertise.

Prevent Issues

Bring data teams together to diagnose what’s triggering data changes and mitigate downstream impacts.

Prioritize & Resolve

Rely on Soda to create a shared context for prioritizing and resolving issues that matter to the business.

Secure Cloud Deployment

With Soda, your data never leaves your private cloud. Soda monitors data at the source, storing only metadata in your cloud and securely integrating with your entire stack.

Soda Starter

With the free Soda Starter account, you can start monitoring your data, and get ahead of issues for free.

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Soda Enterprise

With Soda Enterprise, you can monitor many more aspects of your data, in your private cloud, with SSO.

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