Decision Walk: Gate a Yard-Vision AI Rollout
Choose rollout gates for a yard computer-vision AI system based on mapped risks and measured controls.
Rollout pressure The yard camera works in daylight but misses reflective IDs after rain. Averages make the pilot look ready; operating conditions reveal the real launch boundary. The method Govern, map, measure, manage AI RMF turns rollout into a set of explicit gates: who owns it, where it is used, how it was measured, and what controls manage known failures. Shortcut Launch everywhere because the average detection rate is high. The system launches where evidence is strong and stays gated where evidence is thin. Average accuracy is not a rollout boundary. Map Step 1 The team has one accuracy number…
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