Blog

AI Governance for Small Teams: A Practical Starting Point

June 2025 · 7 min read

Your team is already using AI tools — ChatGPT, Copilot, Jasper, automated customer service bots, AI-powered analytics. The question isn’t whether AI is part of your operations. The question is whether you’re governing it.

With the NIST AI Risk Management Framework and the EU AI Act creating new expectations for AI oversight, even small organizations need a governance approach. Here’s how to start without enterprise-level complexity.

Step 1: Know What You Have

Create an AI inventory. List every AI tool your organization uses, who uses it, what data flows through it, and what decisions it influences. You can’t govern what you can’t see. Our free AI Inventory & Risk Register can help you get started.

Step 2: Classify by Risk

Not all AI use carries the same risk. An AI tool that helps draft marketing copy is very different from one that influences hiring decisions or processes patient data. Use a simple risk classification: minimal, limited, high, and unacceptable. The EU AI Act uses this exact framework.

Step 3: Set Basic Policies

You need at minimum: an acceptable use policy for AI tools, guidelines on what data can be input into AI systems, rules about AI-generated content disclosure, and a process for approving new AI tools before they’re adopted.

Step 4: Assign Ownership

Someone needs to be responsible for AI governance. In a small organization, this might be the same person who handles IT or compliance. The key is that there’s a clear point of accountability.

Step 5: Review and Adapt

AI tools and regulations are evolving rapidly. Set a quarterly review cycle to reassess your AI inventory, update risk classifications, and adjust policies based on new tools, new regulations, or lessons learned.

Don’t Overthink It

The goal isn’t perfection — it’s awareness and intentionality. A simple AI governance framework that you actually follow is infinitely better than a comprehensive one that sits in a drawer. Start small, iterate, and build maturity over time.

Need help building an AI governance framework for your organization? Schedule a free consultation — we specialize in right-sized governance that fits your team and budget.