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“Choosing Edge or Cloud AI: Practical Guidance to Deploy Smarter“

For operations leaders, plant managers, and business unit owners rolling out AI for the first time, the hardest part often isn’t the model, it’s the call between Edge AI vs Cloud AI. The core tension is simple and real: keep intelligence close to the work with on-device processing, or centralize it with cloud-based AI, and accept the trade-offs each choice creates. As business intelligence evolution accelerates, AI deployment strategies have shifted from dashboards to decisions that must happen in the moment, under real constraints.