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AI Governance for Small Business: How to Manage Employee AI Use
An employee pastes a customer email into an AI tool to draft a reply. A manager uploads an internal report for a quick summary. Another team member uses a personal AI account to prepare meeting notes.
Each person is trying to save time. But does your business know which tools they use, what information they share, and who controls access?
AI governance for small business establishes clear rules for using artificial intelligence at work. It helps employees understand what is appropriate and gives business leaders a practical way to oversee tools, data, access, and costs.
For businesses in Lexington and across Kentucky, the starting point is straightforward: understand how employees already use AI, approve suitable tools, and make responsible use part of everyday technology management.
What Is AI Governance?
AI governance is the set of policies, responsibilities, and controls that guide how your organization uses artificial intelligence.
A practical approach answers six questions:
- Which AI tools and account types may employees use?
- What company or customer information may they enter?
- Who approves tools and manages user access?
- When must someone review AI-generated work?
- How will the business monitor usage and spending?
- What should employees do if they share information by mistake?
For a small or midsize business, governance can begin with a short employee AI policy, an approved tool list, and a designated person responsible for oversight.
The National Institute of Standards and Technology’s Generative AI Profile identifies human review, documentation, and management oversight as considerations for managing generative AI risks. Businesses can use that guidance to inform their own approach.
Why Personal AI Accounts and Shadow AI Deserve Attention
Employees may start using AI before a business has established rules. Tools used without company approval or oversight are often called shadow AI.
That creates questions worth addressing: Are customer details being entered into personal accounts? Are internal files being uploaded to unapproved services? Can your business manage or remove access?
Company Information Needs Clear Boundaries
Before approving an AI tool, review how the specific product and account type handle prompts, uploaded files, and conversation history.
Ask:
- How long is information retained?
- Can submitted content be used for model training?
- Which privacy settings can administrators control?
- Who can access conversations and uploaded files?
- What options exist for deleting or exporting company information?
Make these questions part of your broader business cybersecurity strategy. 46Solutions provides cybersecurity services that include risk assessments and operational policy reviews.
AI Access Belongs on Your Offboarding Checklist
Do not assume removing an employee’s company email access also removes access to every AI tool they have used.
Include AI accounts, shared workspaces, connected applications, and stored work files in your offboarding review. Where possible, use company-managed accounts with centralized administration so access changes have a clear owner.
Contact us today for a FREE Consultation!
Contact us today for a FREE Consultation!
How to Create an Employee AI Policy
An effective employee AI policy should be easy to understand and specific enough to guide everyday decisions. Start with these five steps.
1. Identify Current AI Use
Ask employees which tools they use and what tasks those tools help them complete. Include browser extensions, meeting assistants, writing tools, and AI features within existing software.
Combine staff conversations with a technical review. The goal is to understand actual workflows and identify where clearer guidance would help.
If you need a broader view of your technology risks, 46Solutions’ cybersecurity auditing and risk assessments review systems, applications, user access, and workforce security policies.
2. Approve Specific Tools and Account Types
Maintain a list of approved AI tools, permitted uses, and required account types. Name the person employees should contact before trying a new service.
Evaluate the actual subscription and configuration you plan to use. Approval should cover relevant privacy settings, administrative controls, integrations, and access permissions.
3. Define What Employees May Share
Give employees concrete examples of acceptable and restricted information.
For example, you might allow an approved tool to rewrite public website copy while requiring additional approval before anyone uploads customer records, employee information, financial reports, or confidential contracts.
Make the rule easy to follow: when information falls outside an approved use, employees should ask before submitting it.
4. Require Appropriate Human Review
Specify who must review AI-generated work and when.
Before content reaches a customer or supports a business decision, the responsible employee should check facts, calculations, names, dates, and source material. Assign qualified reviewers to work involving legal, financial, or other specialized judgments.
Employees should know that using an approved tool does not remove their responsibility for the finished work.
5. Assign Ownership and Review the Policy
Designate someone to oversee tool approvals, access changes, employee questions, and spending.
Set a regular review schedule and revisit the policy when you introduce a new tool, connect another data source, or change how employees use AI. Include a clear reporting process for accidental disclosures and unexpected tool behavior.
Five Practical AI Uses for Small Businesses
Once approved tools and clear expectations are in place, start with a task your team repeats often. Test the results before expanding access or connecting more company information.
Capabilities will depend on the platform, subscription, integrations, permissions, and setup.
1. Drafting Emails and Organizing Daily Work
Use an approved AI assistant to prepare email drafts, organize notes, or suggest follow-up tasks.
Employees should confirm the details and approve messages before sending them. Review the permissions required before connecting an assistant to email or calendars.
2. Preparing for Meetings
Create an initial meeting brief using an agenda and approved background material.
A useful brief might summarize discussion topics, list open questions, and identify decisions that need attention. Check names, dates, and commitments against the original sources.
3. Finding Answers in Company Policies
An assistant connected to approved documents can help employees locate policies and relevant passages.
Require source references so employees can check the answer. Test access permissions before rollout, and provide a contact for questions the tool cannot answer clearly.
4. Summarizing Reports and Documents
Use AI to prepare a first-pass summary, compare sections, or locate information in an approved file.
Ask for supporting passages or page references. Verify figures, exceptions, and contractual language against the original document before relying on the summary.
5. Organizing Legal Research
Where your policy permits it, AI can help organize research questions and summarize material for a qualified reviewer.
Require independent verification of citations, quotations, dates, and jurisdiction references. Keep legal decisions with qualified counsel.
Where Managed AI Services Fit
An employee AI policy needs ongoing administration. People join and leave, subscriptions change, and teams discover new uses.
When evaluating managed AI services, look for support with:
- Centralized user access and offboarding
- Approved models and workspace settings
- Appropriate usage records and review permissions
- Spending limits and billing oversight
- Employee training and technical support
- Regular reviews of tools, integrations, and policies
AI consulting helps establish where to begin and which controls fit your business. Ongoing management helps keep those decisions in practice.
Coordinate that work with your wider technology plan. 46Solutions’ managed IT services provide ongoing technology monitoring and support for business systems.
AI Consulting and Governance for Kentucky Businesses
46Solutions helps businesses assess existing AI use and establish a managed workspace with access to leading AI models, centralized user controls, interaction logs, and monthly spending caps.
Our team provides ongoing oversight of usage, spending, and security, with dedicated support as questions arise. We help turn AI policies into practical steps your employees can follow.
Whether your team is beginning to explore AI or already uses it every day, start by understanding your current tools, information sharing, and access controls.
Ready to build a clearer approach to employee AI use? Contact 46Solutions to discuss AI consulting and governance for your Kentucky business.
