How the job is changing

Apply AI in my role

Role pathways explain how the job is changing because of AI: the opportunities, the new working practices, the risks, and the courses that match.

• Sales

  Prepare calls, tailor proposals, and summarise pipeline notes faster.

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• Marketing

  Draft campaign options, repurpose approved messages, and review performance notes.

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• Finance and Analysis

  Explain variances, structure commentary, and speed up first-pass analysis.

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• HR and People

  Draft policies, job text, and learning outlines for a person to edit.

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• Operations and Administration

  Turn repeat instructions into checklists, summaries, and handovers.

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• Customer Service

  Summarise cases, draft replies, and surface the next best step.

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• Project Management

  Draft status, risks, and action lists from notes the team already trusts.

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• Professional Services

  Speed up first drafts of analysis, agendas, and client-ready structure.

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• Technical Teams

  Explain systems, draft technical notes, and prepare safer handovers.

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• Education

  Prepare explanations, lesson options, and feedback drafts for educators to adapt.

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• Construction and Property

  Summarise specifications, site notes, and client updates for a person to check.

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• Executive / Leadership

  See where AI changes decisions, cost, and operating risk — not just individual productivity.

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