I was in a board meeting at a Midwest university last fall when somebody asked the question.
It came out half as a joke. The kind of joke people make when they are testing whether the room is ready for a real version of the same question. "What if a tech company just bought us?"
A few people laughed. The laugh did not last as long as it should have. There was a beat of silence, and then someone changed the subject, and the meeting moved on, and the question hung in the air for the rest of the afternoon for everyone who had felt it.
That moment is the reason I am writing this last talk in the series. Because I do not think the question was a joke at all. I think it was a forecast.
The Conditions Are In Place
I am not going to bury the lede on this one. The conditions for a major corporate acquisition of a U.S. university are in place right now, and have been quietly assembling for several years. The first deal of this kind is plausibly within the next twenty-four months. When it happens, it will be reported as a one-off, and treated as a curiosity, and the next several deals will follow within eighteen months of the first, because that is how every analogous industry consolidation has worked.
Let me walk you through the conditions, because they are not speculative. They are documented.
Small and mid-sized colleges are closing at an accelerating rate. Higher Ed Dive has been keeping a closures tracker for years, and the pace through 2024 and 2025 was the highest of the decade. The closures are concentrated among small private institutions, and they are not the result of poor management. They are structural. The math on small-college finances has been getting worse for fifteen years and AI did not cause that, but AI is going to accelerate it.
Corporate-university partnerships are already deep. Google, Microsoft, IBM, Amazon, and others have been running certificate programs, apprenticeships, and degree partnerships with universities for years. Coursera's Google Career Certificate program is studied as a model. The line between "corporate partner" and "owner" is more about branding and equity than about influence over curriculum, and that line gets thinner every year.
For-profit ownership of universities has historical precedent. The University of Phoenix and Strayer University ran as for-profit entities for decades. Purdue acquired Kaplan University in 2017 to create Purdue Global. The legal and regulatory pathways for non-traditional ownership of universities exist, have been tested, and have survived. They are not theoretical.
AI is compressing the time-to-competence for many credentials. Several Fortune 500 employers (IBM, Google, Apple, Bank of America, others) have already dropped four-year degree requirements for many roles. The traditional credential is becoming progressively less defensible as the sole signal of job-readiness, and the gap creates an opening for any actor that can offer a faster, cheaper, more job-relevant alternative.
Financial fragility at the bottom of the market. Value compression at the top. A major technology shift redrawing the skills map. Regulatory pathways already opened. Existing partnerships that look more like ownership every year. That is not five separate conditions. That is the setup for a wave.
Why The First Deal Is Going To Get Underestimated
Every consolidation wave in modern American business history has had the same shape, and somebody who lived through any of them recently can tell you the pattern.
The first deal happens. It is unusual. People dismiss it as a special case. The acquirer was weird. The target was uniquely vulnerable. The structure was idiosyncratic. The press writes a feature story, the industry has a panel about it, and the conventional wisdom is that it cannot be replicated.
Then the second deal happens, and the third, and by the time the fourth one hits, everyone realizes the first one was not an anomaly. It was the wave starter.
The marketing services industry has lived through three of these waves in the last fifteen years. Holding company consolidation. Private equity rollups. Tech platform acquisitions. Each one was preceded by the exact conditions higher ed is showing right now: financial fragility, value compression, a technology shift, and a few high-profile early deals the industry initially dismissed.
The agencies that survived each wave were the ones that decided early what they wanted to be on the other side of it. The ones that did not decide got decided for. Higher education is in a structurally similar position right now, and most of the institutions on the bubble are still acting as if the question can be deferred.
What This Would Actually Look Like
I want to be specific about the shape of the deals I think are coming, because the abstract version sounds dramatic and the specific version sounds like procurement.
I do not think a big tech company is going to buy Harvard. The high-prestige institutions have endowments and brands that make acquisition both financially uninteresting and culturally radioactive. The deals are going to start at the bottom of the market, where small colleges with declining enrollment, real estate worth more than the operating business, and accreditation in good standing make attractive targets.
Imagine a deal like this. A regional liberal arts college with 800 students, falling enrollment, a $30 million annual budget, and a campus the local market values at $80 million. A tech company (or a workforce-development company, or an LLM-native education startup with venture funding) acquires the institution for the accreditation, the campus, and the legal status. The new owner keeps the name, keeps a teaching mission, narrows the program offerings to fields that align with the parent company's hiring needs, and runs the place as a credentialed feeder for its own talent pipeline.
That is not a wild scenario. Variants of it are already being whiteboarded inside multiple companies. The thing that has been holding it back is not capability or capital. It is the social and reputational cost of being the first one. Once the first one happens (and the press cycle plays out, and the world keeps turning), the reputational cost evaporates, and the calculus changes for everyone watching.
The Honest Part
I want to be careful, because predicting M&A waves is the kind of forecast that ages embarrassingly fast in either direction.
It might happen in the next eighteen months. It might happen in five years. It might happen in a form I am not currently anticipating, like an acquisition of a network of small colleges rather than a single one, or an LLM company buying a teaching university primarily for the brand and the dataset rights to its course catalogs. Whether the trigger fires in 2026 or in 2029 is less important than whether the institutions that could be on either side of one of these deals are thinking about it now.
Most of them are not. The provost I talked to a few months ago described it as her board having "quietly started talking about strategic alternatives," which is the polite phrase that M&A bankers use right before things start moving fast. She said it almost as a confession, like she did not want to be heard saying it out loud.
That is the tell. The conversation has started in private. The people who get caught flat-footed in the next two years are going to be the ones whose institutions waited for the conversation to be acceptable in public before they had it at all.
What This Means For Everyone Else
If you are an educator at a small or mid-sized institution, the question you should be asking your leadership is not "will this happen to us?" The question is "if a serious offer arrives in the next two years, do we know what we would say?" If the answer is no, that is the work.
If you are a parent of a high school student, the question is whether the credential your kid is about to spend four years and a lot of money pursuing is going to be issued by an institution that still exists in its current form on the other side of that period. For most institutions the answer is yes. For some it is going to be no. The risk is not zero and most parents are not pricing it in.
If you are a student, the same question applies, with one addition. The skills you build during the credential are portable. The credential itself may not be, depending on who ends up owning the place that issues it. Optimize for the first one.
If you are running a business that depends on a steady supply of skilled hires, the question is whether you are still relying on traditional higher ed as your primary talent pipeline, or whether you have started building something parallel. The smart companies have already started.
Closing The Series
This is the last talk in this series, and I want to close it the way the first one opened, which is with the question I keep coming back to in every advisory conversation I have about AI in education.
Are we training students for a world that exists?The series has been an extended attempt to answer that question honestly, across fourteen different angles, without flattening the answer into either techno-optimism or moral panic. The honest answer, after fourteen talks, is that the world the students are walking into is being built faster than the institutions training them know how to track, that the parts of the institution that move fastest are not the parts that get debated in public, and that the people who are going to do well on the other side of this transition are the ones who decided to be active participants in it instead of waiting for someone else to draw the new map.
I do not have a clean ending for this. None of this is finished. The series is done. The work it points at is not.
If any of these talks landed for you, the best thing you can do with them is the thing I have been asking the audience to do at the end of every keynote I have given in the last year. Pick the question that bothered you the most. Sit with it for a week. Then bring it to the people in your life who actually have the power to do something about the answer, and have the conversation out loud, with the people who would rather not have it.
That is the whole game, in 2026. The conversations you are willing to have out loud, and who you are willing to have them with.
Thanks for reading this far. I hope some of it was useful.
If you want to keep the conversation going after the series ends, that is what I am building over at bensaibrain.com. Come say hi.
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