Machine Learning (ML)-based Test Automation Tools

01. Curiosity Software - Models predict the demand for test data. This automatically delivers test data that significantly increases test coverage.
02. DATPROF Runtime is the test data management platform for provisioning, monitoring and automating test data.
03. Delphix provides an API-first data platform for populating environments with the right test data unlocks QA teams to run all the right tests, faster than before.
04. GenRocket Enterprise Test Data Automation platform. It offers: Precise control over data quality, automated self-service provisioning and a fully scalable enterprise test data platform
05. iCEDQ platform to completely transform your ETL and Data Warehouse Testing landscape by automating it end to end by letting the user focus on analyzing and fixing the issues.
06. The K2View Test Data Management solution quickly provisions test data subsets with referential integrity, from any number of production sources, based on user-defined rules.
07. Sauce Labs - Live, automated and continuous testing for web & mobile apps on the world's largest cloud-based test platform