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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.
Guides
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.
Workflows
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.
Comparisons
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.
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.
Governance
Modifying AI Under the EU AI Act: Lessons from Practice on Classification and Compliance
AI governance for small teams
Governance
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.
Guides
Shadow AI: What It Is and How to Prevent It
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.
Governance
AI Acceptable Use Policy Template (Copy-Paste Ready)
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.
Templates
AI Incident Response Playbook for Small Teams
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.
Governance
AI Vendor Evaluation Checklist for Small Teams
A practical checklist for evaluating AI vendors before you sign: data handling, security, compliance, and exit clauses — in under 30 minutes.
Templates
AI Governance Checklist (2026)
A practical checklist covering inventory, policy, vendors, and review cadence — built for teams without a dedicated compliance department.
Templates