From site photo to safety action
Use AI photo analysis as an observation aid while keeping human field judgment in the action loop.
Safety photo AI sees a possible scaffold issue, but the photo's timing and current condition are unclear. The right safety action depends on present conditions, not only the image. Framework Observe -> Orient -> Decide -> Act Use AI for observation, then add field context before action. Bad shortcut Image finding equals violation. A safety action grounded in current field context. AI observations become reliable decisions only after field orientation. 01 Observe 02 Orient 03 Act Step 1 AI flags a missing guardrail, loose material near an edge, and unclear tie-off status.
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