How Business Owners Can Leverage AI

By Michael D. Rubin, CEO & Founder · Updated September 2026 · 721 words

Business owners get the most from AI tools by using them for well-defined, repeatable work, such as drafting, summarizing, answering routine questions and organizing information, while keeping confidential data out of them and checking everything they produce. Used that way, AI saves time and can make a company easier to run. For an owner who may sell in the next few years, it also raises questions buyers now ask: what the tools do, who owns the accounts and the data, and whether the business still works if they change.

Where AI tools earn their keep

The best uses are tasks that are frequent, text-heavy and easy to check.

• First drafts of proposals, job postings, customer emails and internal policies
• Summaries of long documents, meeting notes and customer feedback
• Training material and step-by-step procedures based on how your best people already work
• Answers to routine customer questions, with a person handling anything unusual
• Help organizing and explaining spreadsheet data, with a human checking the math
• Starting points for research on suppliers, regulations or competitors, verified before use

Guardrails every owner should set

AI tools can be confidently wrong. Treat their output as a draft from a fast but inexperienced assistant: useful, and never final without review. Anything that goes to a customer, a lender, a regulator or a court needs a human check.

Be careful about what goes in. Depending on the tool and its settings, what you type may be stored or used to improve the service. Keep employee records, customer data, financial statements and anything covered by a confidentiality agreement out of consumer tools unless you have confirmed how that data is handled. Put a short written policy in place so staff know the rules as well.

What buyers will ask about your AI use

Buyers now look at how a company uses software and automation during due diligence, the detailed review before closing. They want to know which tools the business depends on, whether the accounts are in the company's name or an individual's, who owns the data and the workflows built on top, what it all costs, and what happens if a tool changes its terms. A process that runs through the owner's personal account is a dependency, just like a customer who only talks to the owner.

Handled well, AI can strengthen your story. Written procedures, consistent customer service and managers who can do more with a lean team all make a company less dependent on its owner, which is one of the things buyers pay for.

Keep AI out of your sale process

Two cautions for owners thinking about selling. First, do not paste your financials, customer lists or deal documents into a public AI tool to ask what the business is worth or to draft messages to buyers. Confidentiality is what protects your employees and customers during a sale; see keeping a sale confidential.

Second, an AI estimate of value is no more reliable than an online calculator, and for the same reasons: it cannot see your adjusted earnings, your customer concentration or the buyers active in your market. Our answer on formal valuations versus online calculators explains the difference.

Start small and measure the result

The owners who get lasting value from AI tend to pick one process, try a tool on it for a few weeks, and measure whether it saved time or improved quality before rolling it out. The ones who struggle buy several subscriptions at once and hope staff find a use for them.

Choose a process that is well understood, give one person responsibility for it, and write down how the tool is used so the knowledge does not live in one head. The tools change quickly, so review what you use once or twice a year and drop what no longer earns its cost.

How MDR & Associates looks at it

MDR & Associates' pre-exit consulting covers the 12 to 24 months before a sale, including the systems and documentation that make a company less dependent on its owner. When a company goes to market, the firm keeps it confidential: buyers see a blind profile first, and must sign an NDA and prove they can fund the purchase before they learn more. For a real opinion of value rather than a machine's guess, start with a free valuation snapshot.

Where this fitsBuy a business in Texas →

Questions owners ask next

Should AI subscriptions be in the company's name?

Yes. Business tools, and the data and workflows built in them, should belong to the company, be paid by the company and be administered by more than one person. That way they transfer with the business in a sale and do not disappear if one employee leaves.

Will using AI lower my costs enough to raise my valuation?

It can help if the savings are real, lasting and visible in your financial results. Buyers value earnings they can verify, not projected savings. A cost reduction that shows up in a full year of results carries far more weight than a plan to cut costs after the sale.