Read the room before you fund retraining
Choose a first workforce move by separating trend evidence, uncertain scenarios, and internal skill redeployability.
Budget review: AI pilot live, training spend under pressure, three roles affected. Maya has one week to recommend the first move. What should she do before cutting or expanding training? Fund a two-week skills sprint for the role family already exposed to AI workflow change, with a review gate before broader spend. Strong: it uses WEF-style trend evidence, keeps scenario optionality, and tests redeployable skills before scaling the bet. Cut all learning lines by the same percentage so every department shares the pain evenly. Weaker: equal cuts look fair but ignore where skill instability is highest and where redeployment could…
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