AI & ESG
Reporting the environmental and social footprint of AI use.
TURMA Knowledge Hub
Making sense of AI at work.
Practical insight, guidance and tools to help businesses understand AI, manage its risks and use it with confidence.
New to AI governance?
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- 1
Understand
What AI governance means and why it matters.
- 2
Discover
How AI is being used within your organisation.
- 3
Assess
Understand the risks and your responsibilities.
- 4
Govern
Policies, ownership and controls.
- 5
Keep learning
Stay current as technology and regulation change.
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Latest from the Hub
Case StudyAI Governance
Giving the board confidence in AI oversight: a 600-person professional services firm.
An illustrative example of how a larger professional services firm could move from scattered AI pilots to board-level oversight, auditable evidence and trained staff.
Daniel Rogers
Co-Founder & COO · 14 Oct 2026
Advanced
Case StudyAI Adoption
Helping SME clients get AI-ready: an insurance broker (illustrative)
An illustrative example of how an insurance broker could turn client questions about AI into a practical service, using TURMA as a partner.
Isaac Ward
AI Practitioner · 14 Oct 2026
Building Capability
Case StudyShadow AI
From “we think people use AI” to a clear picture: an accountancy firm (illustrative)
An illustrative example of how a 120-person accountancy firm could move from uncertainty about AI use to a clear register, policy and plan.
Daniel Rogers
Co-Founder & COO · 14 Oct 2026
Getting Started
How-toAI Governance
How to vet an AI vendor before you sign
Six steps to check an AI tool or vendor properly before it touches your data, without turning procurement into a project.
Chris Rigby
Co-Founder & CRO · 14 Oct 2026
Building Capability
How-toAI Governance
How to write an AI acceptable use policy people will actually read
A short, clear AI policy beats a long one nobody opens. Seven steps to write an AI acceptable use policy that fits on two pages and works in practice.
Isaac Ward
AI Practitioner · 14 Oct 2026
Getting Started
Do, not just read
Practical tools
Templates, checklists and playbooks to help you put AI governance into practice.
Starter Pack
The AI Jargon Buster
Free download
Plain-English A–Z
AI Made Clear
The terms you'll meet in AI governance, explained without the jargon — and linked to everything that goes deeper.
Browse the full glossary- Acceptable use
- The specific list of what is fine, what needs sign-off, and what is off limits.
- AI agent
- An AI given a goal, some tools, and permission to take steps on its own.
- AI literacy
- The skills and knowledge needed to use AI systems appropriately and understand their risks and limitations.
- AI register
- A record of the AI systems an organisation uses, with owners, use cases, data and risk ratings.
- AI use policy
- A document setting out how employees may and may not use AI tools at work.
- Audit trail
- A record of what was asked, what came back, and who approved it.
Our contributors
Meet the people behind the thinking
Isaac Ward
AI Practitioner
7 pieces
Daniel Rogers
Co-Founder & COO
2 pieces
Phil Evans
Co-Founder & CEO
2 pieces
Chris Rigby
Co-Founder & CRO
1 piece
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