The IDC MarketScape evaluated eight vendors and named AWS as a Leader for AI lifecycle software APEJ (Asia Pacific excluding Japan). This report details the capabilities and strategies of vendors that offer solutions across AI model build (and training) software, machine learning operations (MLOps) software, and trustworthy AI software.