FREE GUIDE — SENIOR LEADERS & MANAGERS RESPONSIBLE FOR CAPABILITY, GOVERNANCE AND RISK

So, your organisation is using AI?

so-your-organisation-is-using-ai
sam-altman
"AI won't replace humans. But humans who use AI will replace those who don't."

Sam Altman, CEO, OpenAI

Our Products and Services

How AI outputs are verified before use

How human judgement is maintained

Who is accountable when AI gets it wrong

How capability is built consistently across teams

If not — this guide is for you.
WHY THIS MATTERS NOW

AI adoption happens gradually, then becomes a governance issue.

Staff increasingly use AI to draft documents, summarise information, and analyse data.

Over time, these outputs begin to shape recommendations and decisions.

At that point, AI is no longer just a productivity tool.

It becomes part of the organisation's decision-making infrastructure, and therefore a governance issue.

That is what regulators ultimately care about: not the tools themselves, but whether the decisions they influence are robust, consistent, and defensible.

This is why AI literacy matters.

Using AI regularly does not mean people understand how its outputs are produced or when they should be questioned.

AI literacy is about judgement, not just tool use.

Download the free guide →

THE GOVERNANCE CHALLENGE

Governance depends on shared capability

AI governance ultimately depends not only on rules, but on the capability and judgement of the people applying them.

Across many organisations, three dynamics are already emerging.

AI is already embedded

Staff are using AI tools to draft advice, analyse information, and prepare documentation, whether or not a formal strategy is in place.

Practice varies across teams

Without shared standards, teams develop different habits around verification and judgement, making consistent oversight difficult.

Accountability remains human

When AI-assisted work contains errors or omissions, responsibility still sits with the professionals who relied on it, and the organisation within which it was used. 

Bianca NEW BW
"At a time when information environments are already saturated and fast-moving, this shift increases both opportunity and risk. Without shared understanding, organisations may rely on tools without fully appreciating their limitations. Over time, that can weaken consistency, accountability and professional standards. For this reason, I believe AI literacy must be understood as a governance capability."

 Bianca Raby, Founder & CEO, Oppida 
Download the free guide →

Inside the guide

Unpacking the governance challenge

This guide distils the governance implications of AI adoption into five short chapters.

AI decisions are now part of your governance remit
Accountability remains human
Understanding the need for policy and guidelines
Shared capability as the foundation of governance
From governance challenge to practical implementation
How do I get a quote for a project?

Written for senior leaders and managers responsible for capability, governance and risk

Government & public sector

  • Workforce capability leaders

  • Digital capability teams

  • Governance and ethics managers

Education providers

  • Directors of teaching and learning

  • Quality and compliance leaders

  • Professional learning teams

Health & human services

  • Workforce development leaders

  • Clinical governance teams

  • Quality and safety leaders

About the author

1eedf0bbf_bianca

Bianca Raby

Founder, Oppida

Bianca Raby is the founder of Oppida and a recognised leader in digital transformation and AI literacy in education and workforce development.

Her work focuses on helping organisations build the knowledge, judgement, and capability required to navigate complex technological change responsibly.

Ready to understand what AI governance now requires from leaders?

Download the free guide