Shadow AI means AI tools used for work outside the company's approved arrangements. The first business question is straightforward: can you explain which tools are being used, what information they receive and who is responsible for the result?
Start with a useful conversation
Ask employees what work they are trying to make easier. A tool may have appeared because a report takes too long, approved information is difficult to find or someone needs help preparing a draft.
Understanding that purpose helps you decide what to keep, change or stop. Ask for the product, the task and the type of information involved, without asking people to copy sensitive material into a survey or another tool.
Include browser extensions, meeting tools, departmental subscriptions and AI features inside existing business software. Use those categories to make the inventory complete. The goal is a practical picture of use, rather than a list limited to products with “AI” in the name.
Find the costs and owners
Review subscriptions and purchasing records alongside the employee conversation. Record the business owner, account arrangement and reason for each tool.
Look for overlapping subscriptions and tasks with no clear owner. Two products serving similar work may be justified, but the decision should be deliberate. Check current renewal and cancellation terms before making changes.
The cost can also appear as rework: correcting an unchecked draft, recreating work held in an employee's personal account or investigating information handling that nobody documented. Record actual effort rather than inventing a loss estimate.
Also identify who checks the output. A draft used in a customer message or business report needs a responsible reviewer, regardless of which tool prepared it. Usage by itself does not show that the work is useful or dependable.
Review the information involved
For each proposed use, ask what material the tool receives and whether the business has approved that use. Have the appropriate people review the provider's current terms and configuration where needed.
Keep questions about customer commitments, specialist obligations or particularly sensitive information with the people qualified to answer them. Avoid assuming that every free tool has the same terms or that every paid plan is suitable for every task.
If someone identifies a possible disclosure or other concern, follow the company's response process. Do not ask employees to erase evidence or improvise an explanation before the facts are understood.
Make the approved route practical
Give people a clear way to find approved tools, understand acceptable uses and ask about a new idea. Explain who decides and what information is needed for the decision.
Start with a short set of expectations tied to actual work. Revisit them when tools or workflows change. NIST's Generative AI Profile provides a voluntary resource for thinking about generative AI risks and appropriate management.
ProIncident includes cybersecurity and baseline AI governance in its standard Fully Managed IT service. Recurring Managed AI can also be a separate client relationship. See AI Governance for how these decisions fit alongside ongoing technology responsibility.
Frequently asked questions
Does every unapproved tool need to be removed immediately?
Review the use and information involved, then make a responsible decision. A concern involving sensitive information may need prompt attention through the proper process.
Is an AI policy enough?
People also need an understandable approved route, an owner for decisions and a way to raise questions.
Where should a small business start?
List the tools, purposes, information types and owners you know about. Resolve the most consequential unknowns first.
Bring AI use into the conversation
If AI use has spread faster than the rules around it, start with the tools and tasks already in use. We can discuss a manageable approach within an ongoing relationship.