About Soda
Soda is a data quality platform that finds, explains and helps fix problems in data. Engineers can write checks as code, while business users work with the same checks in an interface.
What it does
Soda defines data contracts with checks for schema, freshness and column values. It watches tables for issues such as missing, duplicated or invalid records, and it can flag anomalies down to individual rows. Alerts show what changed and where, so teams can isolate and fix bad data at the source instead of cleaning it downstream.
Key features
- Data contracts with schema and freshness checks
- Detection of missing, duplicated and invalid records
- Row level anomaly detection
- Checks written as code or set up in an interface
- Interactive views across many monitored tables
Who it's for
Data engineers, analysts and governance teams that want shared ownership of data quality. It suits organizations that have many tables and need monitoring that business and technical people can both use.
Pricing and good to know
Soda offers a demo and sales conversations for its platform. The SodaCore open source project is available on GitHub for teams that want to run checks in code. Monitoring large numbers of tables takes setup and tuning, so start with the datasets that matter most to your business.
Highlights
- Data contracts with schema and freshness checks
- Find missing, duplicated and invalid records
- Spot anomalies at the level of single rows
- Write checks as code or in a visual interface
- Monitor many tables from one overview
