Smartphone replacement cycles have stretched past 38 months globally, prompting hardware manufacturers to introduce specialized Neural Processing Units (NPUs). These chips run localized generative models directly on mobile silicon without cloud round-trip latency.
Data Privacy and Performance
Processing queries locally addresses enterprise data security concerns while reducing recurring cloud infrastructure overhead for software vendors. Early supply chain data indicates NPU-enabled flagships are driving a modest uptick in premium segment trade-ins.