IDC PeerScape: Driving Innovation and Productivity with Generative AI in Asia/Pacific Manufacturing
This IDC PeerScape outlines three essential practices that organizations should embrace to fully leverage the advantage associated with the deployment of GenAI in manufacturing processes and workflow. These practices allow manufacturers to prioritize, scale, and unleash the next level of use cases to improve business priorities and address market-driven challenges. These practices can help manufacturers to automate workflow, achieve faster innovation, and improve overall operational efficiency."Generative AI is not just a tool. It is the creative engine that fuels a new era of precision, adaptability, and limitless potential driving the future of manufacturing. By harnessing the power of GenAI, organizations are not just improving their processes, but are redefining innovation, reimagining productivity, and revolutionizing the very fabric of the manufacturing value chain," says Dr. Wai Yee Lee, research manager, IDC Manufacturing Insights.Disclaimer: This information is intended for general purpose use only. Under any circumstances, IDC's citation does not signify an endorsement of a vendor's product or strategy, now or in the future.
Please Note: Extended description available upon request.
- IDC PeerScape Figure
- Executive Summary
- Peer Insights
- Practice 1: Leverage Gen AI‒Powered Low-Code Tools to Accelerate and Scale Automation Deployment
- Challenge
- Example
- Guidance
- Practice 2: Automate Design Possibilities and Optimize Design for Performance and Cost with Generative Design
- Challenge
- Example
- Guidance
- Practice 3: Generate and Use Synthetic Data with GenAI to Boost Defect- Detection Capability
- Challenge
- Example
- Guidance
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