In March 2025, Bill Gates told an interviewer that within ten years, AI will replace many doctors and teachers. Humans, he said, will not be needed "for most things."
You can agree or disagree with the timeline. What is harder to argue with is the direction.
Anthropic CEO Dario Amodei made a more specific prediction in 2025: AI could eliminate roughly 50% of entry-level white-collar jobs within five years. PwC's 2026 Global AI Jobs Barometer, which analyses over a billion job advertisements across six continents, describes a "two-track labour market" emerging, high AI exposure jobs evolving rapidly, low AI exposure jobs largely unchanged.
BCG has put a number on the scale of change: 50-55% of jobs in the US will be reshaped by AI over the next two to three years. Microsoft published a list of 40 job categories "most at risk" of being made irrelevant.
None of this is entirely new. Technology has always displaced certain types of work. What is different this time is the breadth. Previous waves of automation hit manufacturing and routine processing. This wave is moving through knowledge work, analysis, drafting, research, customer service, financial modelling, legal review, medical diagnosis.
The jobs that felt most secure are, in many cases, the ones most exposed.
The quiet response
Something interesting is happening among a subset of professionals who are watching this unfold. They are not panicking, and they are not simply waiting to retrain into whatever the next safe category turns out to be. They are reconsidering the fundamental logic of income.
The traditional model, exchange time and skills for a salary, depends on the salary remaining available. If that assumption becomes less reliable over a ten-year horizon, it prompts a different question: what else could generate income that does not depend on an employer's assessment of whether your skills are still needed?
Business ownership is one answer. Not starting a business from scratch, the failure rates for new ventures are well documented, but acquiring one that already works. An established SME with a loyal customer base, a functioning team, and reliable cash flow is a fundamentally different proposition to a startup. The risk profile is different. The capital requirement is different. The day one situation is different.
The ownership shift
The timing is not coincidental. As AI is reshaping who gets employed and at what level, a separate structural shift is creating an unusual volume of acquisition opportunity.
One in four UK companies is now run by a director aged 60 or above. Over 160,000 of these businesses are held by sole directors past retirement age, with significant net assets and no succession plan. Most will never reach the open market. Many will simply close.
The buyers who find these businesses, before they reach a broker, before a competitor acquires them, before the owner runs out of energy and simply shuts the door, are increasingly not private equity. They are individuals. Former executives. Professionals who have decided that owning a cash-generating business is more resilient than relying on an employer's continued need for their skills.
What this does not mean
This is not an argument that everyone should go and buy a business, or that business ownership is simple. It is not. Acquiring and running an SME is genuinely difficult work, and most of the difficulty comes after the deal is done rather than before.
It is also not an argument that AI is purely destructive. BCG's same research suggests AI will reshape more jobs than it replaces, and the jobs it creates tend to carry higher compensation. For many people, the right response is adaptation, not exit.
But for a subset of people, those with sector expertise, capital, and appetite for operational work, business acquisition is worth understanding. Not as a hedge against job loss, but as a serious alternative model for building financial stability over a ten-year horizon.
The question is not whether AI is changing work. It clearly is. The question is whether the answer is to keep competing for the jobs that remain, or to build something that generates income regardless of what the labour market does next.