On-Device AI for Operations Teams: When Local Inference Beats the Cloud
Cloud AI is powerful, but not every operational workflow should depend on a network round-trip. In some environments, on-device inference creates a better system.
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Ideas, planning guidance, and delivery notes for teams building software that needs to work in the real world.
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When Desktop Software Is Still the Right Choice for Operations Teams
Teams often assume everything should move to the browser. In practice, certain workflows still perform better with dedicated desktop software.
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