AI Isn’t Coming for Your Business

Fontaine Insights
Introductory Insight
AI Isn’t Coming for Your Business. It’s Coming to Help You Run It.
How artificial intelligence moved from science fiction to everyday business—and why its greatest value may be giving people more time to be human.
By John Cardinal
Founder & Principal Consultant, Fontaine Associates LLC
Introduction
Five years ago, artificial intelligence was something most small business owners heard about rather than something they used.
It lived in research laboratories, technology companies, science-fiction movies, and the occasional news story about a computer beating a human at a game. Businesses were already using forms of AI behind the scenes—often in fraud detection, online recommendations, search engines, and logistics—but most people never interacted with it directly.
Then something changed.
Artificial intelligence stopped hiding inside the technology we used and started speaking directly to us.
Suddenly, an ordinary person could ask a computer to draft an email, summarize a document, analyze information, create an image, explain a difficult subject, or help solve a business problem. You no longer needed to understand programming or data science. You only needed to know how to ask a question.
That shift transformed AI from a specialized technology into an everyday business tool.
The speed of that transformation is difficult to overstate. In 2024, 78% of surveyed organizations reported using AI in at least one business function, up from 55% only one year earlier. Use of generative AI more than doubled during that same period, rising from 33% to 71%. By 2025, reported organizational AI adoption had reached 88%.
That is not simply another software trend.
It is a fundamental change in how work can be performed.
But rapid change creates uncertainty. For every business owner excited by the possibilities, another is wondering what AI will mean for their employees, their industry, and perhaps their own future.
Those concerns are understandable.
They are also the reason we need to have a better conversation about AI—not one driven by fear or hype, but a practical conversation about what this technology can do, what it cannot do, and how businesses can use it to support people rather than diminish them.
The biggest change was not that artificial intelligence suddenly appeared. It was that ordinary people could finally use it.
AI Did Not Appear Overnight
Although AI may feel new, the idea has existed for decades.
What changed recently was not the invention of artificial intelligence. It was accessibility.
Earlier AI systems generally required significant technical expertise, large amounts of structured data, expensive infrastructure, and narrowly defined business problems. A company might use AI to forecast demand or detect unusual transactions, but these systems were normally developed and managed by specialists.
Generative AI changed that relationship.
Instead of simply classifying information or predicting an outcome, generative AI can create something new: text, images, audio, software code, summaries, plans, and responses. More importantly, people can interact with it through ordinary language.
That removed one of the largest barriers between technology and the people who could benefit from it.
You no longer had to learn the language of the machine. The machine began learning how to understand yours.
That helps explain why adoption has moved so quickly. Stanford’s 2026 AI Index reported that generative AI reached 53% adoption in approximately three years—faster than either the personal computer or the internet.
We should be careful with dramatic claims that AI has grown “one hundredfold,” because growth depends on what is being measured: investment, usage, computing power, model capability, or business adoption.
But by almost every meaningful measure, the direction is clear.
Generative AI investment reached $33.9 billion in 2024, more than eight times its 2022 level. Total corporate AI investment reached $252.3 billion that year, while the percentage of organizations using AI rose sharply. In only a few years, AI moved from a subject most people considered distant to a tool millions of people could use before finishing their morning coffee.
The Fear Is Understandable
Whenever technology changes quickly, people naturally ask what may be lost.
When factories introduced machines, workers worried about their trades. When computers entered offices, employees worried about their jobs. When the internet changed commerce, businesses worried that physical stores, traditional services, and personal relationships would disappear.
Some of those concerns proved valid. Technology does change industries. Certain tasks decline, new roles emerge, and people are required to learn different skills.
AI will be no exception.
Some work will be automated. Certain jobs will change substantially. Businesses will have to make thoughtful decisions about privacy, accuracy, security, fairness, and human oversight.
Pretending otherwise would not make people more comfortable. It would simply make the conversation less honest.
But there is an important distinction between replacing a task and replacing a person.
A job is rarely one task.
A restaurant manager does not merely create schedules. A plumber does not merely prepare estimates. A medical office employee does not merely answer appointment questions. A business owner does not merely respond to emails.
People combine judgment, experience, empathy, accountability, creativity, relationships, and dozens of individual tasks into the work they perform.
AI may be able to assist with some of those tasks. That does not mean it can replace everything the person contributes.
Instead of asking:
“Can AI replace this employee?”
Ask:
“Which parts of this employee’s day prevent them from doing the work we actually need a person to do?”
That question leads to a very different kind of business.
The Work Nobody Will Miss
Every business contains work that must be completed but creates little satisfaction or value on its own.
Information is copied from one place to another. The same customer questions are answered repeatedly. Meeting notes are rewritten. Appointments are confirmed. Documents are summarized. Emails are sorted. Follow-ups are remembered—or forgotten.
Employees search for information they know exists but cannot immediately locate. Owners carry unfinished tasks home in their heads because the business depends on someone remembering what happens next.
This work is real. It consumes time, attention, and payroll.
But very little of it represents the reason people entered their profession.
The restaurant owner opened a restaurant to serve people and create memorable experiences, not to spend Sunday night building next week’s schedule.
The electrician became an electrician to solve difficult problems safely, not to rewrite the same estimate language after every service call.
The attorney studied law to advise clients and exercise judgment, not to spend hours searching through routine documents for information that could have been surfaced in seconds.
The value of AI is not that it can make people unnecessary.
Its value is that it can make some of their least valuable work unnecessary.
What AI Can Already Do for a Business
For a small or mid-sized business, AI does not need to begin with an enormous transformation project.
Its best first use may be something ordinary.
It can help turn rough notes into a professional customer email. It can summarize a long document before a meeting. It can organize frequently asked questions into a usable knowledge base. It can help identify patterns in customer comments, draft social media content, prepare an initial job description, or convert a conversation into a follow-up list.
Connected to the right systems, AI can do even more.
An intelligent assistant can answer common website questions at any hour, capture a potential customer’s information, help schedule an appointment, route an inquiry, or provide an employee with the information needed to respond.
A voice assistant can answer a call when the owner or staff cannot.
A workflow can move information from a website form into the appropriate system, notify the right person, create a task, and send a confirmation without requiring someone to perform every step manually.
These tools do not have to replace the relationship between a business and its customers.
They can protect it.
A customer who receives an immediate acknowledgment knows the request was received. An employee who has the right information can respond with confidence. An owner who is not interrupted by every routine question can give greater attention to the customer standing in front of them.
When thoughtfully designed, AI does not make a business less personal. It creates more room for personal service where it matters.
The Real Opportunity Is Not Doing More
Much of the conversation about AI focuses on productivity.
Write more emails. Create more content. Analyze more information. Respond more quickly.
Those benefits matter, but they can also lead businesses in the wrong direction.
The purpose of AI should not simply be to produce more activity.
A business already overwhelmed by unnecessary work does not need technology that helps it create unnecessary work faster.
The greater opportunity is to create capacity.
Capacity is the space to return a customer’s call before the opportunity disappears.
It is the time to coach an employee instead of correcting the same mistake again.
It is the ability to leave work without carrying twenty unfinished reminders into the evening.
It is the freedom to think about where the business is going rather than spending every day reacting to where it has already been.
The organizations seeing the strongest results from AI are not treating it as a novelty. They are redesigning workflows and connecting the technology to clear goals involving efficiency, growth, and innovation.
Even as adoption has spread, nearly two-thirds of organizations surveyed by McKinsey in 2025 had not yet scaled AI across the enterprise, showing that access to the technology does not automatically create business value.
Having AI is not the same as using it well.
The tool matters. The thinking behind the tool matters more.
AI Should Assist Judgment, Not Pretend to Replace It
Artificial intelligence can produce an answer that sounds confident and still be wrong.
It does not automatically understand the history of your business, the expectations of your customers, or the consequences of a poor decision.
It does not care whether a promise can realistically be kept.
People do.
That is why responsible AI use requires human judgment.
A draft should be reviewed. Important information should be verified. Sensitive data should be protected. Customers should not be misled into believing they are speaking with a person when they are not.
Decisions involving legal rights, health, employment, safety, or significant financial consequences should never be handed to technology without appropriate oversight.
This is not a weakness in the business case for AI. It is part of the business case.
The goal is not to surrender responsibility to a machine. It is to give people better tools with which to exercise responsibility.
A calculator does not replace financial judgment. A navigation system does not replace responsibility for driving. AI should be viewed in much the same way: powerful assistance, guided by accountable people.
Start With the Problem, Not the Technology
The sudden availability of AI has created pressure for businesses to “do something with it.”
That pressure often leads to the wrong starting point.
A company buys a tool because it is popular. Employees experiment without guidance. Several disconnected solutions appear across the business. No one defines what success should look like.
Months later, leadership concludes that AI did not deliver enough value.
The problem was not necessarily the technology.
The business never identified the work it wanted to improve.
A better approach begins with observation.
Where are customers waiting?
What information does the team repeatedly search for?
Which questions are answered every day?
Where is the same information entered more than once?
What does the owner continue doing because no reliable process exists for anyone—or anything—else to handle it?
Where do mistakes, delays, and missed follow-ups occur?
Once the problem is clear, the business can decide whether AI, automation, a better website, a redesigned process, employee training, or a simple change in responsibility is the right solution.
Sometimes AI will be the answer.
Sometimes it will not.
Responsible technology consulting requires being equally comfortable with both conclusions.
The Businesses That Benefit Most May Not Be the Biggest
Large companies have more money to invest in AI, but small businesses have something equally valuable: proximity to the problem.
The owner often knows exactly where time is being lost.
They know which questions interrupt the staff. They know which calls go unanswered. They know which paperwork follows them home. They know which process depends entirely on one employee.
That visibility creates an opportunity.
A small business does not need to transform every department. It can begin with one expensive interruption, one repeated task, or one point of customer frustration.
Save thirty minutes here. Prevent a missed opportunity there. Give a customer an answer after business hours. Make one process less dependent on memory.
Small improvements accumulate.
A tool that saves five minutes once is interesting. A system that saves five minutes twenty times each day changes how a business operates.
Three Questions to Ask Before Using AI
The first question is not, “What AI tool should I buy?” Start here instead:
What work is consuming time without requiring human judgment?
This helps distinguish between work that benefits from assistance and work that still depends on experience, trust, or accountability.
Where would a faster response improve the customer’s experience?
Speed is not valuable everywhere. But when someone is requesting information, waiting for confirmation, or ready to buy, responsiveness can protect an opportunity.
What would my employees do better if routine work demanded less of their attention?
That question keeps the conversation focused on improvement rather than elimination.
Do not begin by asking how many people AI can replace. Ask how much better your people could perform if the business stopped wasting their time.
Final Thoughts
Five years ago, most small business owners could observe artificial intelligence only from a distance.
Today, it can sit beside them while they write, plan, analyze, answer, organize, and solve problems.
Five years from now, the technology will almost certainly be more capable, more integrated, and less visible. It will increasingly become part of ordinary websites, phones, software, vehicles, customer service systems, and workplace tools.
The businesses that benefit will not necessarily be those that adopt everything first.
They will be the ones that remain curious without becoming careless.
They will protect human judgment while reducing unnecessary work.
They will use technology to make customers feel more supported, not more distant.
They will give employees better tools rather than treating people as expenses to be removed.
AI is growing quickly.
But the purpose of a business has not changed.
Serve customers. Solve problems. Create value. Support people. Build something that can grow without exhausting everyone responsible for it.
Artificial intelligence can help us do those things.
Not because it is human. Because, used wisely, it can give humans more time to be.
About the Author
John Cardinal is the Founder and Principal Consultant of Fontaine Associates LLC, where he helps small and mid-sized businesses use artificial intelligence, workflow automation, intelligent assistants, and modern digital systems to work smarter and grow more efficiently. Drawing on decades of experience in technology, process automation, and business transformation, John believes technology should simplify work, strengthen customer relationships, and empower people—not replace them.
About Fontaine Insights
Fontaine Insights is an educational publication from Fontaine Associates LLC featuring practical lessons on artificial intelligence, automation, workflow improvement, intelligent assistants, and smarter digital systems.
Each Insight is designed to help small and mid-sized businesses simplify operations, improve customer experiences, and make better decisions about technology.
