How do we govern AI that employees are using without IT approval?

The worst thing you can do about shadow AI is pretend it is not happening. Your employees are using AI tools right now, on personal accounts, with company data, without any governance. They are not doing this maliciously. They are doing it because the tools make them more productive and nobody gave them an approved alternative.

Banning AI tools does not work. It just pushes usage underground where you have even less visibility. The effective approach has three steps. First, acknowledge it. Survey your teams to understand which tools they are using and for what. You will be surprised by the scope. Second, provide approved alternatives with guardrails: an enterprise ChatGPT account with data loss prevention, an internal knowledge base powered by AI, or a copilot tool with built-in compliance rules.

Third, and most importantly, set clear policies about what data can and cannot go into AI tools. Customer PII, financial data, trade secrets, and legal documents have no business in a consumer AI chat window. Make the policy specific and enforceable, not a vague guideline that nobody reads.

Claude Guard can wrap approved AI tools with governance controls: data classification filters, usage logging, and policy enforcement at the architecture level. Your team keeps the productivity gains. Your company keeps the control.