Work through a task exposure map
Create a task exposure map that converts an AI trend into targeted skill actions.
A marketing director needs to turn a broad AI-skills trend into a practical plan for 25 people without overtraining everyone on everything. Task exposure map: role family → task → exposure type → judgment need → skill gap → action The common trap is to send everyone to generic AI training because the macrotrend is real. That skips the local task analysis that determines what people actually need to learn. Role family Select one role family: campaign marketers. A role family is narrow enough to inspect but broad enough to reveal shared tasks. Tasks List recurring tasks: draft campaign brief,…
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