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AI and GenAI Frameworks and Accelerators in Asia/Pacific

Publisher IDC
Published Jun 30, 2025
Length 22 Pages
SKU # IDC20159924

Description

This IDC Perspective underscores the critical role of AI and GenAI frameworks and accelerators in the Asia/Pacific region, enabling enterprises to overcome data challenges, manage complexity, and scale AI adoption responsibly. These frameworks provide essential tools for integration, governance, and security while accelerating development and deployment. Although the report highlights the value of adaptable, industry-specific accelerators and trusted vendor partnerships in driving compliant and risk-aware innovation, it does not focus on data-related or AI infrastructure accelerators. "In adopting AI and GenAI demands frameworks and accelerators that unify data governance, security, and scalability, buyers must insist on proven accelerators that enable faster deployment, consistent performance, and ongoing risk management to unlock true business value. Solutions that balance customization with ready-to-use capabilities to future-proof AI investments should surge demand," says Swapnil Shende, associate research manager, IDC Asia/Pacific.

Table of Contents

22 Pages

Executive Snapshot

Situation Overview

Defining AI and GenAI

How AI and GenAI Are Impacting APJ Organizations

The Need for Frameworks and Accelerators

Overview of Typical AI and GenAI Frameworks and Accelerators

Defining Clear Objectives and Strategy

Data Collection and Preparation

Model Development and Training

Model Evaluation, Deployment, and Integration

Monitoring, Governance, and Maintenance

Industry-Specific Frameworks

GenAI Accelerators

Key Vendors Offerings in the GenAI Frameworks and Accelerator Ecosystems

Accenture

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Avanade

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Capgemini

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Deloitte

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

DXC Technology

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

EPAM Systems

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

HCL Technologies

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

IBM

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Infosys

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

NTT DATA

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Tredence

Business Strategy and Data Aspects

Model Development and Integration

Monitoring and Governance

Advice for the Technology Buyer

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