A Foundry survey sponsored by Intel shows healthcare, manufacturing, and retail leaders turning to edge AI to boost productivity, cut costs, and create new revenue. Top uses include predictive maintenance, safety monitoring, smart inventory, fraud prevention, and personalized services. Benefits span faster decision-making, better customer/patient experiences, and operational efficiency. Challenges include cost, skills gaps, and security concerns, prompting 80%+ to seek OEMs, integrators, and vendors for support. As AI models mature, organizations expect deeper insights, optimized edge applications, and stronger competitiveness.

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