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Installed Base for On-Device AI

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SOURCE RESEARCH

Artificial Intelligence and Machine Learning

Market Data | 1Q 2025 | MD-AIML-112

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On-device AI  refers to any device that can perform AI inference and training functions on the device, or the device takes care of inference only, while training is delegated to either the cloud, the on-premises server, or the gateway. On-device AI workload is handled by a dedicated edge AI chipset.


ABI Research forecasts the installed base for on-device AI to grow at a Compound Annual Growth Rate (CAGR) of 13% between 2023 and 2030, reaching 5.47 billion by the end of the forecast window. More than half of the total installed base is for personal and work devices of which benefit from productivity applications.  Smart home and smart building devices are also significant drivers of on-device AI adoption.
 

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