A small company is typically priced as follows. A buyer takes the trailing earnings, applies a multiple drawn from what comparable companies fetched, and adjusts for the risks it can see in the books. Every input looks backward: the multiple summarizes past transactions, and the earnings record past work.
That arithmetic has a blind spot. Whether software will do a company's core work in a few years is a fact about the future, and the trailing numbers carry no trace of it. A company can be priced generously by every backward-looking measure at the moment its forward-looking value has begun to fall. The two do not reconcile until enough transactions have gone badly that the comparables themselves reprice, and by then the window may have closed.
An example from insurance
Independent personal lines insurance agencies illustrate it clearly, because the exposure is concentrated. An agency's product is distribution: it sits between households and carriers and earns a commission for doing so. Direct writers have long pulled personal auto toward channels with no agent in them, and software is now doing to servicing what direct distribution did to sales. The commercial side of the same industry, where risks are irregular and an agent's judgement earns the commission, is a different business with a different future. The exposure is the personal book, and above all the segment in which the customer shops on price alone.
Meanwhile agency aggregators continue to buy, and continue to price books on trailing commissions. Both are true at once, and that is the window: the trailing numbers still price well while the forward risk is not yet in the comparables.
The public record makes the exposure measurable. Texas publishes its insurance licensing records as open data, including which carriers each agency is appointed with, and from them the composition of an agency's book, and so its exposure, can be read before any conversation.
Source: Texas Department of Insurance licensing datasets, published on the state open data portal, data.texas.gov. Appointments measure carrier breadth, not premium volume, and are a proxy for what a book contains.
The medallion precedent
There is a well-documented precedent for a licensed asset whose trailing economics stayed strong until the repricing: the taxi medallion. Medallion prices set records while ride-hailing was already operating in the same cities, because buyers were pricing trailing lease income rather than what was about to happen to it. Owners who sold into those prices did well. The lesson is not that anyone should have predicted the year. It is that for an asset facing structural displacement, the window to sell closes before the operating business visibly breaks, because the price breaks first.
Two serious responses
For the owner of a company in this position, there are two responses that take the problem seriously, and both begin in the same place.
- Change the mix, then hold. Shift revenue toward the durable side (commercial lines, advisory work, whatever in the sector requires judgement and a relationship) and adopt the automation, so that the margin improvement appears in the company's own books. It is slow, real work, and done over a few years it is also what tends to raise a later sale price.
- Sell into the window. Not a hurried sale but a prepared one, while the trailing years still look the way buyers pay for, to an acquirer that values the customer relationships more than the operations. For the most exposed books, the logical buyer may be one that intends to run the book with software from the outset, and so is paying for renewals and switching costs, which are worth most before attrition begins.
Both begin with knowing what the company is worth today, from its real numbers against real comparables rather than a rule of thumb. Owners who have that figure tend to decide early and calmly. Owners who do not tend to decide late, in response to the first unsolicited offer, which is a weaker position than either choice made deliberately.
What the firm does not claim
No one knows the year a repricing arrives, for insurance books or anything else, and displacement timelines are among the most confidently mispredicted figures in business. What can be known is the direction, the mechanism and, from the public record, the shape of a particular company's exposure.
A written valuation is the first step; the contact page is where it is requested.