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Exploring the future of modern Vending that uses AI

The Industry Group by Craig Keefner

About AI Computer

Computers used in kiosks, digital signage and more self-service applications are changing. Historically the entry level might be a Celeron CPU (or Android).

Modern computing is rapidly transforming with the integration of AI, leading to smarter, more responsive machines and seamless user experiences. For basic single-purpose kiosks or signage, a Celeron may suffice. But as applications demand richer multimedia, AI, and seamless user interaction, miniPCs with high TOPS ratings provide the power, flexibility, and reliability businesses need to deliver modern experiences and support future growth—making them a smart choice for most new deployments in retail, hospitality, transportation, and beyond.

Why High-TOPS MiniPCs Make More Sense for Modern Applications

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