Upriver provides a data quality management platform that enables organizations to create, manage, and enforce data contracts at the source. By leveraging a knowledge graph to automatically generate data contracts, the platform ensures that data producers adhere to defined expectations, thereby maintaining data integrity across the pipeline. The system offers features such as real-time monitoring, code-level enforcement through CI/CD integration, and compatibility with tools like Great Expectations, dbt, and Databricks. This approach allows for proactive detection and prevention of data quality issues, facilitating consistent and reliable data for downstream applications