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AI Policy Desk
Get your AI policy done in 30 minutes.
Ready-to-use templates, risk checklists, and implementation guides built for small teams with no dedicated compliance function.
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Templates, checklists, tool comparisons, and implementation guides for small teams adopting AI safely.
·10 min read·Guides
How to Build an AI Governance Framework for a Small Team
A practical guide to building your first AI governance framework — without a compliance department. Covers the five components every small team needs and how to implement them in a week.
Latest posts
·8 min read·Workflows
A Lightweight AI Usage Audit Workflow for Small Teams
A step-by-step workflow to audit how AI is really used in your organisation—inventory, sampling, interviews, and follow-ups you can run without a compliance department.
·9 min read·Comparisons
AI Monitoring Tools for Small Teams: What to Compare in 2026
A practical comparison framework for choosing AI monitoring, safety, and observability tools when you do not have a dedicated ML platform team—criteria, trade-offs, and how to align with your governance baseline.
·5 min read·Governance
AI Governance for Small Teams Under the EU AI Act
Practical AI governance for small teams navigating compliance with the EU AI Act. Learn baseline policies, risk assessment frameworks, and incident response protocols tailored for lean operations.
·6 min read·Governance
AI Governance for Small Teams Under the EU AI Act
Learn how AI governance for small teams can navigate the EU AI Act's requirements, ensuring compliance and responsible AI adoption in staffing businesses.
·6 min read·Governance
Modifying AI Under the EU AI Act: Lessons from Practice on Classification and Compliance
AI governance for small teams
·9 min read·Guides
How to Do an AI Risk Assessment (Small Team Guide)
A step-by-step guide to running your first AI risk assessment — without a risk team. Covers use-case mapping, likelihood scoring, and the controls that matter most.