Soda Docs

Work with Soda

Find data quality issues, understand their impact, then fix and prevent them.

Get data into Soda and choose how to run it.

Find issues you didn't know to look for.

Define what good data looks like, then check it.

Dig into failures down to the rows.

Get alerted and track issues to resolution.

Set ownership, access, and reporting.

Let AI agents write contracts and find root causes.

Connect Soda to your catalog, chat, and ticketing tools.

Work with Soda from code, the CLI, and the API.

Pick the model that fits your infrastructure and data privacy needs.

Managed

Soda runs your scans, so there's no extra setup.

Your Kubernetes

Run scans in your own Kubernetes cluster, so data stays in your network.

Your pipelines

Run scans from your pipelines with the CLI or the Python API.

Need help or want to contribute?

Ask questions and share what you're building on Slack.

Browse discussions and contribute to Soda Core.

Reach the Soda team directly.