The AI Revolution Caused Me to Reexamine Everything I Believe About Entrepreneurship

I make it a practice to routinely examine my belief systems to see if they still hold water. Given how fast the working world is changing right now, that habit matters more than ever.

I’ve spent decades advocating for entrepreneurship. Not the venture-funded, scale-to-exit version. The practical kind. A side hustle you build while still keeping your day job, testing an idea, and developing new capabilities at night and on weekends. A solopreneur service business that often only requires a laptop and an internet connection. A lifestyle business, the point where you become an actual employer for the first time, built for sustainable income and personal freedom, not explosive growth. A franchise, where someone else has already built the playbook, and your job is to execute it. Or an existing business you acquire, one that already has customers, cash flow, and systems in place. The kind of operations a transitioning service member, a mid-career professional, or someone watching their industry change could actually build and run.

Then the AI revolution started accelerating change faster than most people anticipated. And I found myself thinking hard about what that means for work, income, and how people make a living.

That acceleration pushed me to reexamine my long-standing position. Not to abandon it. In fact, I’m doubling down. But to be more precise about what I’m actually advocating for, who it fits, and who it doesn’t.

Why I’m Doubling Down, Not Backing Off

We are entering an era in which marketing, sales, and many other business operations can be performed or substantially assisted by AI rather than by people. The cost of starting and operating a business is dropping. The barriers that once required a large team, a big budget, or years of specialized expertise are eroding fast.

A solopreneur or small lifestyle business today can punch far above its weight. One person with the right AI tools and a clear market focus can operate at a level that would have required a staff of ten not long ago. That changes the math on entrepreneurship significantly.

But here’s the other side of that same coin: the AI revolution is also eliminating jobs. And not just entry-level work. The most vulnerable people right now are mid-level managers and professionals with highly specialized cognitive skills who have built a comfortable income around work that AI can now do faster and more cheaply. These are people who spent years developing expertise that felt secure, even irreplaceable. That’s exactly the kind of work AI is getting good at replicating.

For some people, AI will expand entrepreneurial opportunity. For others, it may remove the illusion that traditional employment was ever truly secure. Those are related but distinct realities, and both are important to recognize and understand.

That’s not an argument against employment. It’s an argument against relying on it exclusively.

What I Actually Believe Now

The real work now isn’t convincing people that entrepreneurship is worth considering. It’s helping them understand themselves well enough to know which version of it actually fits them.

There are more paths than most people realize. A solopreneur operating alone with low overhead. A lifestyle business with a handful of employees. A franchise, where someone else has already written the playbook, and your job is to execute it. Or buying an existing business with established customers and cash flow already in place. Each carries a different risk profile and requires a different kind of person.

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Everyone, regardless of which path they choose, still benefits from developing real agency, market awareness, and financial literacy. In a world where AI is reshaping employment faster than most institutions are prepared for, those aren’t just useful skills. They’re essential ones.

Not all entrepreneurial paths carry the same weight. The risk profile, the stress load, and the mental fortitude required shift considerably depending on where you sit on the spectrum. Understanding those differences matters before you choose a path, not after.

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The Side Hustle: Low Risk, High Learning

A side hustle is where most people should start, and for good reason. You still have income coming in from somewhere else. A job, a spouse’s income, retirement pay. The side hustle isn’t your lifeline; it’s supplemental, not replacement income. It’s a test.

You’re experimenting with an idea while your bills are still getting paid by something else. Learning new skills on the side, seeing if a concept gains real traction before you make a bigger bet. Because the primary income is still intact, you have something most entrepreneurs never get: the luxury of being patient. You’re not desperate for the next sale. You can afford to iterate, adjust, and learn without the pressure of survival forcing you into bad decisions.

AI has made this stage more accessible than ever. Tools that once required hiring specialists, design, copywriting, market research, and basic automation are now available to anyone willing to learn them. The barrier to testing an idea has never been lower, which means the side hustle is no longer just a stepping stone. For some people, with the right AI leverage, it becomes a legitimate long-term model.

The financial risk is relatively low. The personal risk, meaning your reputation, your time, and some money, is real but manageable. And because you’re not depending on this income to live, a slow month doesn’t spiral into a crisis. It’s just data. If it doesn’t work, you adjust and move on. That’s not failure. That’s the system working as designed.

The mental demands here are mostly about discipline and patience. Can you show up consistently after a full day at work? Can you sustain effort when the supplemental income is still small, and progress feels slow? Those are real questions, but the consequences of a bad answer are limited. The worst case is that you walk away having learned something, with your financial foundation still intact.

The Solopreneur: When the Safety Net Is Gone

Once you leave that other income source behind and go all in on your own business, the mental calculus changes fast. There is no Friday paycheck unless you generate it. No sick days. No paid holidays. No one to cover for you when life happens. That shift alone catches a lot of people off guard, especially those coming out of traditional employment, where those things were just assumed.

Self-motivation is no longer optional. There’s no manager setting your schedule, no team to pull energy from, and often, no one to talk to when you’re grinding through a hard stretch. Isolation is one of the more underrated pressures of solopreneur life, and it compounds when things aren’t going well.

AI changes this dynamic in ways worth understanding. On the one hand, it gives the solopreneur greater capability than ever, handling tasks that previously required contractors or employees. On the other hand, it raises the bar for competition. If AI tools are available to everyone, the advantage goes to the person who uses them most effectively, not just the person who uses them. Capability alone is no longer the differentiator. Judgment is.

But within the solopreneur category, the risk profile varies more than most people truly understand.

The Service-Based Solopreneur

This is the most common version. You trade time for money across a portfolio of clients: consulting, coaching, bookkeeping, design, photography. The startup costs are low. A laptop, an internet connection, maybe some software. The risk is mostly about whether you can generate and maintain enough clients to sustain yourself.

The stress here tends to be income volatility. Feast and famine cycles. You’re constantly balancing client delivery with new business development, and when you’re deep in client work, the pipeline dries up. The moment you surface, you’re starting over. That rhythm takes some getting used to.

This is also the category most directly exposed to AI substitution. Services that were once specialized, such as basic bookkeeping, entry-level design, and routine copywriting, are increasingly being handled by AI tools at a fraction of the cost. The service-based solopreneur who thrives going forward will be the one who moves up the value chain, offering judgment, relationships, and expertise that AI can assist but not replace.

The Single-Client Solopreneur

Some solopreneurs land a single company as their primary client and essentially operate as an embedded contractor. The income feels stable, even predictable. But the risk is concentrated. If that relationship ends, so does your revenue, often overnight. It can feel like employment without any of the protections that come with it. The mental challenge here is avoiding complacency while that relationship is going well.

AI adds another layer of risk here. If your primary client starts automating the functions you’ve been performing, you may not get much warning before the engagement changes or disappears entirely. Diversification isn’t just a business strategy in this environment. It’s a survival instinct.

The Product-Based Solopreneur

This version is a different animal entirely. You invest time and often real money upfront to build something, a course, a software tool, a physical product, a digital system, that you hope someone will buy. The keyword is hope. You’re making a bet before you’ve validated the demand, and validation only comes after significant effort has already been spent.

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The stress here is different from the service model. It’s not feast and famine. It’s more like sustained uncertainty over a long development runway, followed by the hard moment of truth when you finally launch and discover whether the market agrees with your assumptions. That requires a particular tolerance for ambiguity that not everyone has.

AI has compressed both the opportunity and the competition in this space. Building a course, a digital tool, or a content-based product is faster and cheaper than it used to be. But so is everyone else’s. The product-based solopreneur now competes in a more crowded market where speed to market matters, but differentiation matters more.

The Lifestyle Business: Now Other People Depend on You

When you move into lifestyle business territory, you’re no longer just managing your own livelihood. You’re managing someone else’s also. That changes the nature of the pressure entirely.

A lifestyle business is built for sustainable income and personal independence, not explosive growth. For the right person, it’s genuinely one of the most satisfying business models there is. But it comes with a different kind of weight.

It also comes with something the side hustle and solopreneur models rarely offer: a real asset. With employees, established customers, and recurring revenue, you’ve built something that someone else can step into and operate. A side hustle doesn’t sell. A solopreneur business can occasionally be sold, but its value is usually tied to you personally, which considerably limits the pool of potential buyers. A lifestyle business with the right structure gives you an exit option. Even if your primary goal was never to sell, having that option changes your financial picture in a meaningful way. Somebody else can walk in and assume that lifestyle. That’s worth building toward, even if you never pull the trigger.

There’s another benefit worth naming. In every model before this one, your income is a direct function of your time and effort. You stop working, the money stops too. A lifestyle business with the right team in place starts to break that equation. You can step away for a day, a week, or maybe longer, and the business continues generating revenue without you standing in the middle of it. You’re no longer purely trading time for money. That’s not passive income in the way the internet likes to romanticize it, but it is genuine leverage. And for most small business owners, it’s the first real taste of what owning a business actually feels like, rather than just owning a job.

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And then there’s payroll specifically. It hits on the same date every cycle, whether you had a great week or a rough one. Managing employees means absorbing their performance issues, their personal problems, scheduling conflicts, compliance requirements, and turnover, none of which you were trained for when you started. Some owners discover they’re well-suited for it. Others find it quietly draining in ways they never anticipated going in.

The honest reality is that becoming an employer is one of the more significant psychological transitions in small business. You carry the weight of other people’s financial stability alongside your own. That’s not insurmountable, but it’s not for everyone, and recognizing that before you scale, not after, matters.

Here too, the stress and risk vary depending on the model.

Low Overhead, Variable Cost Lifestyle Business

Some lifestyle businesses operate with minimal fixed costs. Most expenses scale with revenue, so when business is slow, the financial exposure stays manageable. A home-based service business, a small cleaning operation, a mobile trade business. The stress is real but proportional. A slow month hurts, but it doesn’t threaten the business’s survival the way it might for an operation carrying significant fixed overhead.

AI can be a meaningful advantage here. When your team is small and your margins matter, tools that automate scheduling, customer communication, invoicing, and basic marketing can meaningfully reduce the administrative burden without adding headcount. The variable cost model and AI leverage are a natural fit.

High Overhead, Fixed Cost Lifestyle Business

Add a physical location, specialized equipment, significant payroll, and the math gets less forgiving. A slow month now means covering costs that don’t flex with revenue. Rent is due regardless. Equipment payments don’t pause. This version of a lifestyle business requires stronger cash flow management, more financial discipline, and a higher tolerance for structural risk.

The Franchise: Buying a Proven Playbook

A franchise introduces something the paths above largely don’t offer: a meaningful reduction in model risk. You’re not building from scratch, hoping the concept works. Someone else has already done that. The model has been tested, the systems are documented, and the brand exists. What you’re buying is a lower probability of failure on the fundamental question of whether the business works at all. Your job isn’t to figure that out. Your job is to execute it faithfully and manage the operation effectively.

But that reduced risk comes at a price, and it’s front-loaded. Franchise fees and startup costs can be significant before you’ve served a single customer. You’re also bound by the franchisor’s rules, whether they suit your specific market or not. The guesswork of early-stage building is largely gone, but so is the creative freedom most entrepreneurs assume comes with owning a business. The mental fortitude required here isn’t about tolerating ambiguity. It’s about executing consistently within someone else’s system. That fits some people extremely well and drives others quietly crazy.

AI is beginning to reshape franchising in ways worth paying attention to. Franchisors who build AI-assisted operations, customer service, scheduling, inventory, and marketing into their systems will have a meaningful advantage over those who don’t. When evaluating a franchise opportunity today, it’s worth asking how seriously the franchisor is thinking about that. A franchise built on outdated systems is a different investment than one actively integrating new tools.

Buying an Existing Business: Skipping the Hard Part

If a franchise reduces model risk, buying an existing business takes that logic one step further. You’re not just acquiring a proven concept. You’re acquiring the customers, cash flow, systems, and staff that someone else spent years building. The startup phase, the period where most businesses fail, is already behind you. That’s not a small thing. It’s arguably the most underrated advantage in entrepreneurship.

The tradeoff, again, is front-loading. Acquisitions require real capital, serious due diligence, and a clear-eyed understanding of why the seller is selling. A business with underlying problems can look like an opportunity until you own it. The financial commitment is larger and more concentrated than anything in the paths above, and the consequences of a bad read on the deal are significant.

The mental shift required is also unique. You didn’t build the culture, the relationships, or the processes. You inherited them. Earning the trust of existing employees and customers while making the changes necessary to move the business forward requires a specific kind of emotional intelligence and patience that not everyone walks in with. Unlike every other path on this list, you’re not establishing yourself from zero. You’re stepping into an identity someone else created, and reshaping it carefully without breaking what already works.

For the right person, with the right deal, that’s a powerful position to be in. You’re not compressing the timeline to sustainable income. Assuming you did your due diligence properly, sustainable income exists on day one. And unlike every path that came before it, the asset you own is already proven, already valued, and already generating.

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AI is creating real opportunity in this space for prepared buyers. Many existing small businesses are underleveraged when it comes to technology. A buyer who understands how to integrate AI tools into an established operation can unlock efficiency and margin that the previous owner never captured. That’s a genuine competitive advantage, and it’s one of the more compelling reasons to consider acquisition as a path right now.

The Real Question

The people I’ve seen get hurt the worst weren’t bad at their jobs. Most were great at them. They put their heads down, stayed comfortable, and never looked up long enough to notice the ground shifting beneath them. By the time it was obvious, it was too late to build a runway.

The ones who fared better weren’t necessarily smarter. They just refused to put all their weight on a foundation someone else controlled.

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Some started a side hustle while they still had income to protect them. Some built a solopreneur operation that kept their overhead low and their options open. Some went further and built something with a team, real leverage, and an asset they could eventually sell. Others bought a business or a franchise and skipped the hardest parts of starting from scratch. The path varied. The mindset didn’t.

That’s what I’m really advocating for. Not entrepreneurship as an identity. As a hedge. As a way of thinking. As a set of skills that keep your options open when the world shifts around you. And understanding which version of it actually fits you, your risk tolerance, your temperament, your financial situation, that’s not a minor detail. That’s the whole game.

Because AI isn’t just changing which jobs exist. It’s accelerating how fast the ground moves under people who thought they were standing on something solid. The mid-level manager, the specialized professional, the knowledge worker who spent years becoming irreplaceable, these are exactly the people who need a runway most and often have the least practice building one.

And right now, the world is shifting fast.

Is an entrepreneurial path right for you?