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Author
Posts written by AI Policy Desk on AI Policy Desk.
AI Policy Desk
AI Policy Desk
Posts
14
Categories
5
Latest
Mar 29, 2026
Guides··10 min read
Read article →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.
Workflows··8 min read
Read article →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.
Comparisons··9 min read
Read article →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.
Governance··5 min read
Read article →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.
Governance··6 min read
Read article →Learn how AI governance for small teams can navigate the EU AI Act's requirements, ensuring compliance and responsible AI adoption in staffing businesses.
Governance··6 min read
Read article →AI governance for small teams
Guides··9 min read
Read article →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.
Governance··7 min read
Read article →Shadow AI is the use of unauthorized AI tools inside your company. Learn what it is, why it happens, and six practical steps to prevent it without blocking your team.
Templates··6 min read
Read article →A ready-to-use AI acceptable use policy for small teams and startups. Covers approved tools, data rules, prohibited uses, and enforcement — one page, plain English.
Governance··8 min read
Read article →What to do when an AI tool causes a data leak, ships a bad output, or gets misused. A step-by-step response playbook sized for teams without a security team.
Templates··7 min read
Read article →A practical checklist for evaluating AI vendors before you sign: data handling, security, compliance, and exit clauses — in under 30 minutes.
Templates··6 min read
Read article →A practical checklist covering inventory, policy, vendors, and review cadence — built for teams without a dedicated compliance department.