Managers are leading people who are ahead of them on AI.
Three in four Gen Z and millennial workers use AI in their day-to-day work. In a July 2026 Indeed and YouGov survey, 43% of managers said they were poorly equipped, or not equipped at all, to lead a workforce with AI expertise.
Millennials became the largest share of the managerial workforce in late June 2025. Many are first-time managers coaching people who picked up AI faster than they did.
Coaching needs to know what this person does when the answer is unclear.
A manager course teaches vocabulary and models. It cannot tell a manager that one person stops asking why once an answer sounds confident, or that another checks the source every time.
Without that, coaching runs on a hunch, a recent conversation or the loudest voice in the room. RCM ThinkLabs replaces the hunch with weeks of practice to coach from.
Who is growing, on what, and what to say next.
RCM Advisor compares each person's decisions with their own opening baseline. It tells a manager where movement is happening, where it has levelled off, and which conversation is worth having this week.
The purpose is development. It does not rank people against each other, and it is built to support the coaching conversation, not to stand in for it.
The job shifts from knowing the answer to judging the answer.
A manager who cannot out-prompt the team can still lead it well. The behaviors that matter are the ones AI makes harder to see: specifying the problem clearly, verifying what comes back, and owning the decision.
Those are behavioral skills. They come from repetition with feedback, and they fade without it. That is why the practice runs in short recurring sessions of up to fifteen minutes, not a one-time program.
Capability compounds when the loop keeps turning.
The person practices. They get private feedback from a character after every session. The manager coaches from what RCM Advisor surfaces. The next session starts from a higher baseline. Stopped, the skill decays.
The design intent is that managers grow into better coaches as the loop turns. We have not measured that.
What changed for participants.
Production data from Wingbrace, an advanced engineering team, over 39 days, measured against each person's own opening baseline.
These results describe participants, not managers. See the evidence page.
Questions about manager development
What is manager development for the AI era?
It is preparing managers to coach people who work with AI every day. The skill that matters is judging answers, not producing them: specifying the problem, verifying the output and owning the decision. RCM ThinkLabs builds and measures those behaviors, and shows managers who is improving.
How do you train first-time managers to lead AI-skilled teams?
Start from behavior, not vocabulary. First-time managers need to see how each person on their team actually decides, then coach the specific habit that is strengthening or levelling off. RCM Advisor gives them that picture, so the conversation starts from what the person actually did.
How do you lead a team that is better at AI than you?
You do not need to out-prompt them. You need to ask for the reasoning, check what the AI got wrong, and hold people to owning the call. Managers who coach those three behaviors stay credible even when the team knows the tools better.
Is RCM Advisor used to rank or evaluate employees?
No. It is a development tool. RCM Advisor compares each person with their own opening baseline and shows where movement is happening, so a manager can coach it. It does not rank people against each other.
How long before a manager sees a change?
A cycle starts with about thirty business days of short sessions, which gives each person a measured baseline and first movement. Lasting change takes repetition beyond that, and it depends on people taking part, feedback landing and managers reinforcing it.
Does this replace manager training courses?
It covers what a course cannot: what each person on the team does under uncertainty. Courses can still teach models and conversation formats. RCM ThinkLabs tells the manager where to apply them.
Sources. Deloitte, 2026 Gen Z and Millennial Survey, 13 May 2026, 22,595 respondents in 44 countries. Indeed and YouGov, reported by HR Dive, 28 July 2026, more than 1,000 job seekers and 300 hiring decision-makers. Glassdoor Worklife Trends, reported by Fortune, 23 July 2025. Wingbrace figures are RCM ThinkLabs production data from an advanced engineering team, Days 1 to 12 against Days 28 to 39, measured against each person's own opening baseline. If anything here is out of date, tell us and we will correct it.
Coach from what people did. Not from a hunch.
Comparing options? See how RCM ThinkLabs compares with Workera, BetterUp and other alternatives.