What Executives Are Asking AI About Their Careers — And Where It Falls Short

The new midnight advisor

Something has quietly changed in how leaders think through their careers. The trusted mentor, the peer who has been there, the coach you book a session with — for a growing number of directors and VPs, the first conversation now happens with a chatbot. Midi Health CEO Joanna Strober told CNBC she spent eight hours on a single flight refining her company's goals against an AI version of legendary investor John Doerr, asking for feedback “over and over and over again” until the plan held up.

That instinct is everywhere now. Before a promotion conversation, before a board presentation, before sending the email you are not sure about — people open a chat window and start typing. It is private, it is instant, and it never makes you feel like you should already know the answer.

What leaders are actually asking

The questions are remarkably consistent — and remarkably human:

• “How do I tell my manager I want the VP role without sounding entitled?”
• “Rewrite this self-review so it sounds more strategic and less like a task list.”
• “What should I say in my first 90 days leading a team that used to be my peers?”
• “They offered X, I want Y — help me prepare for the negotiation.”
• “Is it time to leave, or am I just burned out?”

AI is genuinely good at some of this. It is a tireless drafting partner, a judgment-free sounding board, and a fast way to pressure-test a plan or rehearse a hard conversation at 11 p.m. on a Sunday. Workplace tools now market always-on “career coaching” precisely because the demand is real: development should not have to wait for the next review cycle.

Where the answer runs out

Here is the gap. Ask AI how to handle a difficult stakeholder and it will give you a competent, reasonable, slightly generic answer — the median of everything ever written on the subject. What it cannot do is sit across from you, notice that you go quiet the moment you are challenged, and name the pattern you cannot see in yourself.

MIT Sloan researchers Deborah Ancona and Katherine Isaacs put it bluntly: purpose and presence cannot be automated, and leaders who lean too hard on AI risk quietly eroding their own judgment and authenticity — outsourcing the very things that make them leaders. A language model optimizes for an answer that sounds convincing. A career does not move forward on convincing answers. It moves forward on the right answer for you, your context, and the specific room you are trying to get into.

There are four things AI structurally cannot give a senior leader, no matter how good the prompt:

• Accountability — it will never follow up, hold you to the thing you said you would do, or notice when you have quietly avoided it.
• Perception — it cannot see how you actually land in a room, on a stage, or in front of your CEO.
• Stakes — it has nothing on the line in your promotion, your reorg, or your reputation.
• Discretion — it does not know the politics of your specific org, the unwritten rules, or who really decides.

Use AI for the draft. Use a coach for the decision.

The sharpest leaders are not choosing between AI and a human coach — they are using each for what it is good at. Let the chatbot handle the first draft of the email, the outline of the talk, and the list of questions you might get asked. Then bring the things that actually determine your trajectory — how you are perceived, what you are avoiding, the move you are afraid to make — to someone who can see you clearly and has done it before.

That is the work I do with directors, VPs, and senior leaders who are excellent at their jobs and stuck on what comes next. I am Ashley Rudolph — I went from individual contributor to VP in five years, and I help high-achievers get positioned, recognized, and promoted. AI can rehearse the conversation with you; I can help you change how the room responds to it. See how executive coaching works, or book a strategy session below.