Our employees keep finding niche AI web apps to speed up their daily tasks, but we lack a clear operational policy for evaluating and approving these tools. How do we create a simple governance rule without stifling initiative?

Question

Tyler Smith · Accepted Answer

Do not build a twenty-page IT policy that nobody reads. That only drives AI usage underground into shadow IT. You need a simple, four-rule governance standard rooted in your Accountability Chart.

First, establish a absolute data rule. Proprietary financial records, client personal identifying information, and unreleased operational data never go into free or public consumer AI models. Everything must run through enterprise instances where data retention and training on your inputs are explicitly toggled off.

Second, tie tool ownership to an Accountability Chart seat. If a team member wants to use an AI tool for company work, they must register the platform with the person who owns technology or operations. No corporate credit cards get charged for unvetted subscriptions.

Third, establish the human sign-off requirement. AI can draft, parse, extract, and summarize, but an accountable human employee must review and sign off on any work product before it reaches a client, vendor, or financial ledger. If an output is wrong, the human who clicked send owns the mistake, not the software.

Fourth, require documentation. If an employee uses an AI prompt or tool to complete a step in their Core Process, that workflow must be added to the documented standard operating procedure. This keeps your company system-dependent rather than reliant on one clever employee who holds private prompts in their head. Review AI tool requests during the weekly Level 10 Meeting to keep decisions fast and visible.