Asia/Pacific (Excluding Japan) Artificial Intelligence Life-Cycle Software Forecast, 2020–2025

Asia/Pacific (Excluding Japan) Artificial Intelligence Life-Cycle Software Forecast, 2020–2025

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."

Please Note: Extended description available upon request.


IDC Market Forecast Figure
Executive Summary
Advice for Technology Suppliers
Market Forecast
Market Context
Drivers and Inhibitors
Drivers
Agile Innovation But the Move to Cloud Continues
Increasing Demand of Model Explainability from the Business Stakeholders
Inhibitors
Visible Trajectory of Regulations on AI
Changed Spending Priority Caused by Geopolitical Unrest
Significant Market Developments
Google Cloud Platform Has Vertex AI as a Unified ML Platform
Alibaba Cloud Offers Ali Lingjie as the Integrated Platform for Big Data and AI
Amazon SageMaker Provides Serverless Inference
Hewlett Packard Enterprise Launches Machine Learning Development System
Changes from Prior Forecast
Market Definition
Methodology
Related Research

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