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Anticipate change
Document potential AI effects across job families and skills.
Give managers and teams practical guidance on changing activities, skills and responsibilities.
Document potential AI effects across job families and skills.
Combine work observation, team discussions and manager support.
Co-design roles, validation and adoption pathways.
A clear need or an early idea? Start with a conversation. We will reply within a few days.