Data Quality should be co-owned between business and data teams. While business teams may utilize a UI, data teams often have use cases of utilizing programmatic interactions with a data quality framework in order to integrate with data pipelines and orchestration layers for advanced operations. Whether a team is using Airflow, Prefect, dbt or many other products including homegrown solutions, the need to orchestrate workflows to carry out operations in batch or real-time fashion is necessary to manage data quality at scale.
API-First Architecture
Qualytics is architected to be API-first – all platform functionality is available through our REST API, and common operations are further exposed in our Command Line Interface available here.
Computed Tables, Files & Fields
Need to do light transformations on your tables or files? Need to create a computed field that automatically triggers a transformation?
We have you covered.
Computed Tables
Computed Tables enable you to do a View within Qualytics and do any kind of query directly on your tables. And then enable anomaly detection on that computed table automatically.
Computed Files
Computed Files give you the power of Computed Tables – full SQL transformations – on your raw files. From light to crazy transformations, you have limitless capabilities with Computed Files.
Computed Fields
Computed Fields give you the ability to create a virtual field that can be automatically populated based on a transformation of another field.