Journal

How to start a business using AI: what it does for a founder, and what it cannot

The short answer: AI lowers the cost of the work that used to eat a founder's first year: research, writing, planning documents, admin, first drafts of everything. It does nothing for the things that decide whether a business survives: whether people want what you sell, whether you can reach them, and whether the money works. Use AI to move fast on the first group so you can spend your attention on the second. And build the business's systems properly from the start, because the habits you set with three customers are the ones you will still have with three hundred.

The starting point, in numbers

Starting a business is common and surviving is not. According to the U.S. Small Business Administration's Office of Advocacy, there were 36.2 million small businesses in the United States as of its February 2026 report, and 82.3 percent of them, about 29.8 million, have no employees. The number of these nonemployer firms has nearly doubled since 1997. In 2023 alone, 1.3 million business establishments opened for the first time, and about 1.2 million closed.

The Census Bureau counted 497,046 new business applications in December 2025, seasonally adjusted, which is roughly the pace of the last few years.

Survival is where the picture sobers. Using data from 1994 to 2022, the Office of Advocacy reports that an average of 67.7 percent of new employer establishments survived at least two years, 49.2 percent survived five years, and 33.9 percent survived ten. More than half close before their fifth birthday.

None of those closure figures are about a lack of first drafts. They are about customers, cash, and execution. That is the frame to hold while deciding what to hand to AI.

Where AI genuinely helps a new founder

Research and orientation. Understanding an industry, its regulations, its jargon, and its typical pricing used to take weeks of reading. A general assistant compresses that to hours. Treat what it tells you as a briefing to verify, not a fact to rely on, and it is a real advantage.

Every first draft. Business plan, website copy, service descriptions, proposals, contracts to take to a lawyer, job descriptions, policies, email templates, social posts. The founder still has to decide what is true and what the business stands for. The assistant removes the blank page.

Planning and financial modelling. Turning assumptions into a simple projection, stress-testing it, and asking "what happens if sales are half of that" takes minutes with an assistant and a spreadsheet. The value is not the number; it is being forced to write the assumptions down.

Admin from day one. Categorizing expenses, drafting invoices, summarizing meetings, sorting inbound inquiries. Accounting and email tools increasingly do this inside the products you would use anyway. Setting them up early means the business never develops the paper-and-memory habits that later have to be unwound.

Customer communication at scale you do not yet have. Drafted replies, follow-up sequences, and a knowledge base for common questions let one person respond like a small team, as long as a person reads before sending.

The Federal Reserve Banks' 2025 Small Business Credit Survey found that among small employers using AI, the most common uses were exactly these: writing or marketing (83 percent), individual productivity (61 percent), and planning or analysis (51 percent).

Where it does not help, and pretending otherwise costs you

Finding out whether anyone will pay. An assistant can write a survey and summarize the responses. It cannot tell you whether the twenty people who said "great idea" will hand over money. Only asking for money does that. Validate with real customers, not with a chat window that is designed to be agreeable.

Distribution. Getting in front of customers is the most commonly reported operational challenge among small employers in the Fed survey, and it is a human problem: relationships, referrals, showing up, being findable. AI can draft the outreach. It cannot make the phone ring.

Judgement. Pricing, who to hire first, which customer to fire, when to say no. The assistant will give you a confident, reasonable-sounding answer to all of these. It does not know your market, and it does not bear the consequences.

Anything that has to be right. Legal, tax, and regulatory questions in particular. Use AI to prepare the questions for a professional, not to replace the professional. Among small firms using AI, accuracy was the top reported problem in the Fed survey, cited by 46 percent.

A day-one setup that scales

Most of what we see go wrong in growing businesses started as a reasonable shortcut in year one. AI makes it cheap to avoid the shortcuts.

  1. One system of record for customers. Even if it is a simple tool, every inquiry, quote, and job goes in it from the first customer. AI features in these tools can draft and summarize, but the discipline of recording is yours.
  2. Bookkeeping in software, from the first transaction. Let the tool categorize; you approve. Never let a shoebox of receipts become the plan.
  3. A written process for the three things you do most. How a job is quoted, how it is scheduled, how it is invoiced. Have an assistant draft them from your description, then correct them. These documents are what let you hand work to someone else later.
  4. A place for the numbers. Revenue, costs, cash, and one or two numbers specific to your business, reviewed weekly. An assistant can build the spreadsheet; you have to look at it.
  5. Clear rules for what AI may do unsupervised. Draft anything. Send nothing customer-facing, and move no money, without a person.

Frequently asked questions

Can AI write my business plan? It can write a competent draft. Lenders and partners will notice if you cannot explain it. Use the draft to organize your thinking, then rewrite it in your own words.

Should I use AI to build my website? For a straightforward site, AI-assisted builders and drafting tools are now good enough that the copy and the offer matter far more than the tool. Spend the time on what the site says.

Is it worth paying for AI tools before I have revenue? Business-tier plans are inexpensive relative to the time they save, and the business terms are what keep your customer data private. Start with what is built into the tools you already need, then add one general assistant.

What is the one thing AI cannot substitute for? Talking to customers. Every hour AI saves on drafting should go there.


Sources. U.S. Small Business Administration, Office of Advocacy, Frequently Asked Questions About Small Business, February 2026. U.S. Census Bureau, Business Formation Statistics, December 2025 release of January 14, 2026. Federal Reserve Banks, Small Business Credit Survey, 2026 Report on Employer Firms. All accessed September 2026.

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