What is the difference between introducing an AI tool and changing how a team works?
In the Trust Imperative conversation at The Female Quotient AI Summit, Teresa Carlson separated innovation from transformation. Her description of transformation included organizational and cultural change, with leadership and employees taking part. Having access settles who can sign in. Which work changes, and who checks it, stays undecided.
That distinction helps when a team already has an AI tool and nobody's sure what comes next. Picture a recurring client update.
Before an AI agent, the account manager might gather the information and write the update, then send it. With an AI agent preparing the first draft, someone still has to decide which sources are appropriate and check the claims, and someone approves what reaches the client. When those responsibilities are unclear, you've added a new tool to an unclear process.
One task is plenty to start with, before you try to change a whole department. Write down how it starts, what information it needs, who handles each step and what finished work looks like. Mark the step an AI agent could help with, and keep the other responsibilities visible.
You'll have a better conversation about change once you can say exactly what's changing for the person doing the work and for the person accountable for the result.