The clock doesn’t start on day one anymore. For decades, the “first 100 days” framework allowed new executives a structured runway—time to listen, assess, and earn trust before making consequential decisions. That window quietly closed. What replaced it isn’t a shorter timeline, but a fundamentally different set of expectations.
Boards aren’t granting CEOs time to “learn the business.” They expect judgment from the start, and the tolerance for ambiguity has collapsed. Successful leaders must arrive pre-oriented, understanding the real mandate, the hidden risks, and how decisions are made before they walk through the door.
THE PRE-WORK NOBODY TALKS ABOUT
My career has spanned more than 25 years at the intersection of education, innovation, and leadership. I help place transformative leaders at the highest levels of the education and edtech sectors. Today, that work increasingly centers on the executives shaping AI’s integration into education—from university presidents navigating institutional transformation to CEOs of venture- and private equity-backed edtech companies building the next generation of learning platforms.
This moment is unique because AI is reshaping strategy, governance, product development, workforce planning, and institutional relationships with students and educators. This is not simply another technology cycle. Leaders must understand the pace of technological change and how educational institutions actually adopt change.
The nature of the pre-work required has changed, in addition to the speed. When we recruit a CEO for a client, our work continues after the offer letter. Before “day one,” we help the leader understand the organization’s actual culture (not the version in the pitch deck), the informal power structures, and the most important external relationships. We help build the foundation around a new leader so they can interpret signals quicker and act with precision from the start.
This matters even more when a leader enters a sector that’s new to them. We often look outside of edtech for its executives. In certain placements, the executive doesn’t have deep expertise in the specific slice of education they are stepping into. We make deliberate introductions, including to other CEOs with adjacent industry experience, key voices outside the company, or resources that compress months of organizational osmosis. The goal is to quickly understand the dynamics and not pretend the gap doesn’t exist.
THE BEST CEOS LEAD BEFORE DAY ONE
The internal shift to CEO is where many new to the role get tripped up. They have the capability, but the instincts that made them exceptional operators and leaders actively work against them as CEO.
Executives who arrive expecting an extended discovery phase are often the ones who struggle the most. In the CEO seat, hesitation can read as drift. The board, leadership team, and investors are all watching. Every early signal matters. Waiting to “learn the culture” before acting is a signal, and rarely a good one.
The best incoming CEOs have figured out the difference between action and presence. Instead of trying to prove their worth, they’re setting direction, clarifying what a high-performing culture looks like, and making it immediately clear how decisions will get made. The job is structuring how problems get solved.
By the time a CEO walks through the door, they should already understand much of the internal dynamics outside an org chart, the stakeholders who need early wins, and the organizational narratives to reinforce or disrupt. That distinction means everything.
AI ISN’T OPTIONAL
There’s one more variable reshaping executive readiness in real time: AI. From a talent perspective, AI has gone from a “nice-to-have” to a baseline expectation. Organizations are integrating AI into internal and external operations and customer-facing products. Each is important, but the tolerance for that innovation isn’t uniform. Leaders who aren’t able to understand that distinction are setting themselves up for a costly miscalculation.
Universities and K-12 schools and districts are inherently conservative institutions. They move deliberately, answer to multiple stakeholders, and carry a deep sense of responsibility around how technology impacts students and educators. Their pace of AI adoption—and the appetite for AI-powered products from vendors—is often significantly slower than investors and markets assume. That mismatch between investor expectations and institutional reality is one of the most underestimated risks in edtech right now. A CEO arriving with an aggressive AI integration timeline, who doesn’t account for where their customers actually are, will lose trust on both sides of the table.
The executives getting this right understand that AI readiness is a mindset, not just an ability. They’re asking the right questions before they step in: How is this organization using AI internally? What are customers actually ready to adopt? Where is the gap between what the market expects and what the institution will absorb?
Those are the types of questions shaping top candidates, and increasingly, it’s what boards need to be asking, too.
WHAT “READY” LOOKS LIKE NOW
In reality, a 100-day framework simplifies what can be viewed as far more complex. It provides leaders and boards with a shared language for leadership transition. The real work starts before the first official day. The orientation, relationship-mapping, stakeholder and market intelligence, and the honest assessment of what the organization actually needs versus what it says it needs. This must be done in the weeks before a leader takes the role.
A modern executive transition is a pre-loaded start, not a grace period. To thrive, leaders should arrive already in motion, clear on their mandate, scaffolded by the right introductions, and be prepared to lead before they step inside.
The clock is already running. Are you ready when it starts?
Meredith Rosenberg is cofounder and partner at NU Advisory Partners.