Due diligence on an AI training and enablement business

Once you are under a letter of intent to buy an AI training and enablement business, diligence is where the optimistic version of the business you evaluated gets tested against paper. Because the assets here are almost entirely intangible — curriculum, contracts, a certification arrangement, a handful of key relationships — the documents that matter are different from what you would pull together for a business with equipment or inventory, and the findings that actually kill these deals cluster around ownership and assignability rather than anything financial. Expect the process to take longer than it would for a business with clearer, more physical assets to verify.

The documents to request first

• Signed IP assignment agreements from every contractor or guest instructor who contributed to the curriculum, not just an invoice showing they were paid.
• Every corporate training contract currently in force, including its assignment clause and any renewal or termination-on-change-of-control language.
• A curriculum revision log showing what has been substantively updated, when, and against which version of the underlying AI tools.
• Instructor and facilitator agreements, including non-compete and non-solicit terms and how much of each term remains.
• Any third-party certification or credentialing agreement, and written confirmation from that body of what happens to the arrangement on a change of ownership.

Registry searches worth running

A corporate search confirms the selling entity is in good standing and reveals whether anyone besides the seller you are dealing with has a registered interest in the company. A Personal Property Security Act search shows whether any lender has already registered a security interest against the company’s assets, which for an intangible-heavy business could include a general security agreement covering the curriculum and client contracts themselves — something you need to know about, and have discharged, before you close. If a specific piece of curriculum, a book, or a named methodology has ever been registered as a copyright or trademark, a search of the federal intellectual-property registers confirms who actually holds it, which is not always the person selling you the business.

Verifying that recurring corporate revenue is actually recurring

Ask for the renewal history of each corporate account, not just its current contract, because a contract labelled as ongoing can still be a year-to-year relationship the founder has personally re-sold five years running rather than a structurally recurring commitment. Cross-check cohort delivery records — attendance logs, invoices, scheduling calendars — against what the contract says should have happened, since a gap between the two is an early sign the relationship depends more on informal goodwill than the paper suggests. Where a program includes a certification component, verify separately how many participants actually completed and were certified, since a training business can look successful on enrolment numbers while quietly underperforming on the completion rates a corporate client actually cares about.

Findings that actually kill these deals

The finding that ends the most deals is discovering, mid-diligence, that a meaningful share of the curriculum was built by a contractor with no signed assignment — which means the business you are buying may not actually own the thing it is selling you, and fixing it after the fact requires tracking down and negotiating with someone who now knows you need their signature. A close second is a corporate contract that either forbids assignment outright or requires the client’s written consent, discovered only once you ask the client directly and they hesitate. A weaker but still serious finding is a certification or credentialing body that treats a change of ownership as grounds to re-review the arrangement from scratch, which can turn a routine closing into a long approval process running on someone else’s clock.

What a finding actually means once you have it

Not every gap is fatal — a missing IP assignment from a contractor who is easy to reach and has no reason to withhold consent is a fixable condition to close, not a reason to walk. But a missing assignment from a contractor who has since become a competitor, or who is no longer reachable, converts the same gap into a real ownership problem that no amount of price adjustment cleanly solves, because you cannot buy clear title to something the seller does not have clear title to sell. Treat every finding by asking not just how serious it looks today, but how hard it would be to fix if the counterparty on the other side of it stopped being cooperative.