AI Companies Are Paying for Business Data — Would You Sell Yours?

October 21, 2026

A business owner might spend years collecting customer feedback, refining sales scripts, documenting work processes, and building a database of hard-won knowledge. Now, that information could have value beyond the business itself. AI companies need useful data to improve their systems, and some businesses may have material worth licensing or selling.

That creates an intriguing opportunity for small business owners, consultants, agencies, and other professionals. Knowledge that sits in old spreadsheets or internal documents might become a new source of income. But there is a catch: the information that makes a business valuable to an AI developer may also reveal how the business operates, what its customers need, and where its competitive advantage lies.

The Product Isn’t a Spreadsheet. It’s How Your Business Thinks.

Mode, the company behind the business data program, advertises payments for company operating records that AI developers can use for research and training. Its program covers material such as business emails, documents, chat histories, customer relationship management records, and billing information. The appeal lies in what those records reveal about actual work, not merely the information sitting inside them.

Think about a plumbing company that has handled thousands of service calls. Its records might show how employees diagnose recurring problems, decide which jobs need urgent attention, explain repair options, and handle customers who change their minds halfway through an appointment. A generic online article can describe plumbing, but years of real work records can show how experienced employees navigate messy situations.

That practical knowledge attracts AI developers who want systems to perform useful tasks rather than simply produce convincing paragraphs. Business records can capture decisions, exceptions, corrections, and the little adjustments that never make it into an official training manual. A company may have accumulated that material without ever treating it as an asset.

Mode says it buys an agreed copy of qualifying company records, removes or transforms sensitive information, and provides the filtered copy for AI research and training. The company retains its original records and systems, while the contract determines the scope of the deal and any exclusivity.

Those Eye-Catching Payouts Need Context

Mode advertises potential data deals ranging from $100,000 to $5 million. Its website also provides an estimator based on factors such as employee count, operating history, industry, and location. However, the company explicitly describes its estimates as indicative, subject to a review of the business and its data

In other words, a promising estimate isn’t a check waiting in the mailbox. The actual offer depends on what the buyer can use, what the company owns, how much relevant material exists, and which records the parties agree to include. A business with years of useful documentation may present a stronger opportunity than one with a larger workforce but sparse or disorganized records.

Eligibility also matters. Mode’s main business-data program lists minimum employee thresholds that vary by industry, including six employees for legal firms, 10 for accounting, finance, and medical businesses, and 30 for other businesses or nonprofits. Its referral program uses different thresholds: 10 employees for legal firms, 15 for accounting, medical, and finance businesses, and 50 for other businesses.

Those numbers describe different parts of the program, so they shouldn’t be treated as interchangeable. A business that qualifies for a referral isn’t necessarily guaranteed a purchase offer. Neither a minimum employee count nor a favorable estimate guarantees acceptance or payment.

Your Business May Not Own Everything in Its Files

The first serious question isn’t how much a buyer will pay. It’s whether the business has the right to share the records in the first place.

A company email account can contain customer complaints, employee discussions, vendor contracts, confidential proposals, and documents from outside partners. The business may control the account without having unrestricted rights to every piece of information inside it. Customer agreements, confidentiality obligations, privacy requirements, and industry-specific rules can all affect what a company may share.

The Federal Trade Commission has warned AI companies to honor their privacy and confidentiality commitments. It has specifically highlighted risks involving sensitive information that customers provide to AI services. For example, a document might omit a customer’s name but still reveal a distinctive transaction, a rare medical condition, or a confidential business arrangement. Employees may also have included personal information in routine workplace conversations. A company needs to consider those details before approving a transfer.

The Real Cost Could Be What a Competitor Learns

Some business records reveal more than employees realize. A sales team’s messages might explain how it wins difficult negotiations. Support tickets could expose recurring product weaknesses. Internal documents might describe pricing exceptions, customer retention tactics, or the precise sequence employees follow when a project goes wrong. Even without customer names, those patterns can reveal how a company competes. A rival probably doesn’t need the owner’s password to benefit from a detailed account of the company’s operating methods. The more distinctive the process, the more carefully the owner should consider whether it belongs in a data deal.

This doesn’t mean every internal document contains a trade secret or that every AI buyer intends to expose proprietary information. It means the seller needs to understand the intended use and contractual restrictions before handing over a copy.

Ask whether the buyer can share the material with multiple AI developers, whether those developers can retain it indefinitely, and whether the agreement limits commercial reuse. Check whether the deal covers only historical records or also future records. If the contract grants exclusivity, find out precisely which data it covers and for how long.

Also, don’t confuse keeping the originals with retaining every right to their contents. Mode says the business keeps its original records and systems, while the agreement defines the rights associated with the purchased copy.

How to Explore a Deal Without Creating a Headache

A sensible first step involves inventory, not exporting. Identify which systems contain potentially useful records, how many years they cover, and who owns or controls the information. Then separate ordinary operational material from customer-sensitive records, employee information, confidential agreements, and documents that require special handling.

Next, read the buyer’s terms before granting access to any system. Confirm the approved date ranges, data categories, filtering process, permitted recipients, payment schedule, and rights to future use. Ask who handles a breach or an accidental disclosure and whether the buyer offers meaningful contractual remedies.

Be cautious with anyone who demands broad access before providing written terms. Mode says its process involves agreeing on the scope first, with the business signing in to approved systems rather than handing over passwords. Finally, compare the offer with the business value of keeping the material private. An owner might reasonably accept payment for routine historical records while refusing to share a proprietary pricing model or sensitive customer conversations. A narrower deal may produce less money, but it can also preserve more control.

The goal isn’t to squeeze a dollar out of every file. It’s to identify records that offer genuine value to a buyer without exposing information the business cannot afford to lose.

Sell the History, Not the Company’s Future Advantage

Business data can represent years of paid labor, accumulated experience, and practical knowledge. Exploring a sale could give some qualifying companies a new revenue opportunity, especially when their systems contain substantial operating histories. Yet the advertised price tells only part of the story.

The most useful question for an owner is what the buyer receives in exchange for the payment. A well-defined agreement can separate useful historical records from sensitive material and protect the business’s ability to keep operating. A vague agreement can create obligations that outlast the excitement of receiving a large check.

Would you sell years of your company’s internal records for a substantial payment, or would you worry that the information could eventually help a competitor? The answer might depend on what those records reveal about the business you worked so hard to build.