This IDC Market Perspective provides an overview of physical AI and the technologies that are essential to its successful implementation. Market drivers and benefits are discussed, along with challenges inherent when merging digital technologies into the real world. "AI infused into real-world systems — also known as physical AI — will enhance precision, drive greater efficiency, and improve safety across many industries. Modernized edge platforms are essential in this transition." — Jennifer Cooke, research director, Edge AI Strategies, IDC
Executive Snapshot
New Market Developments and Dynamics
Introduction
What Is Physical AI?
What Is Generative Physical AI?
Factors Driving Progress in Physical AI Systems
Benefits of Physical AI
Challenges that Come with Physical AI
Technical Complexities and Integration Issues
High Development and Implementation Costs
Volume and Quality of Data
Ensuring Safety and Reliability in Unpredictable Environments
Data Quality, Security, and Sovereignty
Technology Providers Involved in Physical AI
Advice for Technology Suppliers and Services Providers
IDC's Point of View
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Related Research
Synopsis
Research Assistance
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