An applied-AI automation company, sold to a strategic acquirer

The situation

Inbound demand arrived faster than the founders could evaluate it. Over about a year, a string of acquirers approached the business, which automated document-heavy workflows for financial-services clients, and revenue had roughly doubled. The problem was not finding a buyer. It was that a series of informal conversations produced incomparable numbers, the loudest of which came from a public strategic, was repeated often, and was committed to nothing in writing.

What we did

Our first deliverable was not outreach. It was a term-adjusted comparison of the offers already in hand, which showed the loudest headline was worth roughly a third less than its face value once the earnout, the equity priced at an optimistic valuation, and the indemnity exposure were marked to reality. We then ran every bidder against the same purchase agreement so structure could not hide inside a number, and scored final bids on cash at close, certainty, and paper quality rather than the first page of the letter.

The outcome

The winning bid was not the highest headline. It sat several points below the top number, and the founders took it deliberately: ninety-five percent cash at close, a narrow indemnity backed by insurance, no financing condition, and a four-month close. In a hot sector the danger inverts. The risk is not that no one calls. It is that everyone does, and the biggest number gets treated as the best one. Headline price is a marketing device. Terms are the transaction.