Build a measurable pilot program that evaluates an AI tool not by its impressive demo, but through real-world work samples, accuracy thresholds, data security, human oversight, and total cost.
When using AI agents that can write code and run commands, establish a secure workflow that limits repository instructions, secrets, network access, tool permissions, and requires human approval.
Set boundaries for permissions, data, payments, and approvals when using AI agents that research websites, fill out forms, or initiate actions on your behalf.