MOVE · Pane 09

Work & Skills

How does work actually get done — and how should humans and AI share it?

Insight

  • Task maps for priority roles (what is done, how often, how critical)
  • Skills and responsibility gaps for AI-era work
  • Firm process reality versus taxonomy baseline

Action

  • Score each task: automate / augment / human-only; rebundle roles
  • Build learning paths; raise human ownership where judgment and liability sit
  • Overlay diaries, process maps, and RACI — taxonomies are scaffolding, not the live model

Owner

HR / L&D / Workforce design

Illustrative signals

  • Roles remapped
  • % critical skills covered
  • Share of tasks classed automate/augment/human-only
  • SFIA-level coverage for AI oversight roles

Standards bridges

  • O*NET
  • ESCO
  • SFIA 9

Pane 09 sits in the MOVE arc.

Use this page as the canonical definition for Insight and Action. Signals are illustrative.