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The AI Architect's avatar

Really sharp insight on the hardware-to-software shift here. Fleet management had been stuck in this weird limbo where OEMs were already baking connectivity into every vehicle but aftermarket players kept selling physical dongles. The 60-second provisioning vs weeks for hardware install is a brutal competitve gap. I worked breify with a small car-share startup in 2019 and the key handoff logistics were genuinely nightmarish.

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