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In this ebook Perfecto identifies 5 key challenges that explain the low rate of test automation in Mobile,Web and IOT, and recommends best practices to address these challenges. Our recommendations include astrategy to define what tests should be automated and how many of the tests should be API-level comparedto interface-based (UI). It also includes the importance of utilizing new tools and technologies like machinelearning (ML) and artificial intelligence (AI) which injects intelligence into the process of maintaining,authoring and managing the test automation execution.