Topic
genai
Demos are easy; production fleets are not. Shipping conversational GenAI to 900K+ vehicles in six weeks came down to operations and rollout discipline, not model choice, gating activation with entitlements, sequencing five org boundaries, and deciding what "safe enough to launch" means when the fleet is already on the road.
May 28, 2026 · 6 min read
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