Thought leadership: Inclusive AI

Leading on Inclusive AI: a practical guide

Felicity Menzies contributed to Champions of Change Coalition’s practical guide for leaders, drawing on actions from organisations across industries and sectors to build equality and inclusion into AI adoption.

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A practical guide

Leading on Inclusive AI

Champions of Change CoalitionOctober 2026

Why inclusive AI matters

AI is changing who gets hired, how work is allocated, whose performance is recognised and who can access opportunities. These decisions affect people, not just productivity.

Without deliberate attention to inclusion, AI can reproduce existing bias, create new barriers and concentrate opportunity among people already well represented. The people most affected may have the least influence over how systems are chosen and used.

Inclusive AI brings equality, accessibility and the experiences of diverse people into decisions from the outset. It connects responsible governance with workforce participation, helping leaders build trust, identify harm and share the benefits of AI more fairly.

Inside the guide

Five areas of leadership action

The guide outlines actions across five key areas where leadership can change the default trajectory of AI transformations in workplaces.

01
Personal leadership
How leaders examine their own assumptions, build their understanding of inclusive AI and use their influence to set clear expectations.
02
Governance and responsible use
How accountability, risk assessment and oversight are built into AI decisions, so responsibility for outcomes is explicit.
03
Workforce transformation
How people are prepared for change with the skills, support and participation needed to work alongside AI.
04
Technology and platforms
How equality and inclusion shape the selection, testing and monitoring of AI tools and the data behind them.
05
Organisational systems
How policies, procurement, data and reporting are changed so inclusive AI becomes routine practice rather than a one-off project.

How we can help

AI ethics and governance

Culture Plus helps boards and leaders translate ethical AI principles into practical governance. Our advisory brings together AI risk assessment, governance frameworks, responsible-use policies and leadership capability, with equality and inclusion built into the approach.

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