AI Governance Starter Kit for Small Teams

Build a practical AI governance process without starting from a blank page.

The AI Governance Starter Kit gives small businesses, agencies, and growing teams editable policies, operational registers, and staff training materials for responsible AI use. It helps teams document decisions, protect sensitive information, review vendors, and respond consistently when an AI issue occurs.

What you can do with this kit

• Set clear rules for approved and restricted AI use
• Inventory AI tools and use cases with named owners
• Score and track operational, privacy, security, and human-impact risks
• Review AI vendors using an evidence-based checklist
• Log incidents, near misses, actions, and lessons learned
• Deliver a concise AI literacy session and retain completion evidence
• Review progress through an automatically updating Excel dashboard

Files included

• Editable Word guide with Responsible AI Use Policy, approval workflow, vendor checklist, incident playbook, and literacy training
• Shareable PDF version of the guide
• Excel workbook with Dashboard, Use Cases, Risk Register, Vendor Review, Incident Log, Training Log, and Reference tabs
• Quick-start README and draft internal-use license

Who it is for

Small-business owners, operations leads, agencies, consultants, team managers, privacy and security coordinators, and organizations introducing generative AI into everyday work.

How to use it

1. Customize the policy, ownership roles, and approval thresholds.
2. Replace the clearly labelled example rows with your own use cases.
3. Review risks and vendors before approving a pilot.
4. Train staff, record completion, and review the dashboard quarterly.

Important notice

This toolkit provides operational starting points. It is not legal advice, does not certify compliance, and must be adapted to your laws, contracts, sector requirements, and actual risk profile. Microsoft Word and Excel or compatible software are required to edit the files.

Frequently asked questions

Is this legal advice or a compliance certification?
No. It is an operational starting point that requires organization-specific adaptation.

Which software do I need?
Microsoft Word and Excel or compatible applications that can open DOCX, PDF, and XLSX files.

Can I use it with different AI platforms?
Yes. The workflow is vendor-neutral, but every tool and use case must be reviewed using current evidence.

Does the kit guarantee compliance?
No. No toolkit can guarantee compliance without organization-specific legal and operational review.