AutonomIQ is a cloud platform that enables product and IT teams to autonomously test, release, and deploy software, thereby increasing the velocity of software releases without compromising quality. With pre-built integrations to common web applications and SaaS providers, customers can instantly create test cases, generate test scripts and test data, and execute tests. Using deep-learning and AI algorithms, AutonomIQ detects changes, enables self-healing for test assets, and provides advanced diagnostics. In real-world situations, AutonomIQ has been shown to provide over ~50% improvement in speed and quality compared to existing tools and techniques.