PUBLISHER: IDC | PRODUCT CODE: 1077082
PUBLISHER: IDC | PRODUCT CODE: 1077082
According to IDC's software taxonomy, the AI life-cycle software market covers the tools and technologies used by data scientists and machine learning (ML) developers from the experimentation to production deployments of AI and ML solutions. It includes four named submarkets: data labeling software, AI model build software, MLOps software, and trustworthy AI software. Detailed definitions of these four submarkets can be found in IDC's Worldwide Software Taxonomy, 2021 (IDC #US47588620, April 2021).According to Dr. Chris Marshall, associate VP, IDC Asia Pacific, "For AI solutions to scale, AI life-cycle software must play an ever increasing role. AI's promise must be accompanied by measures and controls to counter risks, bias, and drifts consistently and in an end-to-end manner."