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PUBLISHER: IDC | PRODUCT CODE: 1077082

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PUBLISHER: IDC | PRODUCT CODE: 1077082

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

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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."

Product Code: AP48486422

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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