Core question
What executive work should AI handle, and what should it not?
Short answer
Give it the preparation, not the decision. Gathering information, monitoring conditions, summarizing, drafting, tracking commitments, and surfacing exceptions are all good candidates. Strategy, accountability, relationships, ethical judgment, and consequential calls stay with you. The goal is not automating leadership. It is getting more of your time back for it.
The useful distinction is between supporting judgment and replacing it.
Executives spend an enormous share of their week getting ready to decide rather than deciding. Assembling information, hunting for background, checking progress, preparing communications, tracking follow-ups, monitoring conditions. That work is real and necessary and almost none of it requires the specific thing you were hired for. It is the strongest candidate for handing off.
A few uses worth knowing about that most executives never try. Ask it to stress-test your own reasoning: based on what it knows of the situation, where is the blind spot in this argument, or what is the weakest part of my position? Use it to prepare for a difficult conversation by having it argue the other side. Use it to generate options when you are stuck rather than to pick between options you already have.
What stays with you is the part where being wrong has consequences someone has to own. The decision itself. The relationship. The ethical call. The moment where the right answer is unpopular.
One practical caution. These tools have a habit of rounding the edges off your writing, which is a problem when the edge was the point. Anything persuasive going out under your name needs real editing rather than a quick review, or it will read like everyone else's.
The objective is not automating leadership. It is increasing the percentage of your time that is actually spent on it.