Enterprise mobility procurement is shifting toward smartphones equipped with dedicated neural processing units (NPUs). Enterprises are prioritizing localized inference capabilities to ensure data privacy and enable real-time offline translation and processing.
Procurement Trends
Hardware replacement cycles among enterprise fleets have compressed from 36 months to 28 months. Decision-makers cite corporate compliance mandates against raw cloud data transmission as a key catalyst for accelerated hardware adoption.