In a succession within the family, there is no buyer testing a price against an external standard. The successor knows the company, knows the people, and has often already been watching for years. That makes the succession more personal, but not simpler. Precisely because there is no outsider asking "why is this work still done by humans", that question sometimes goes unanswered for years. The successor then inherits not only the company, but also all the assumptions about who does which work and why it grew that way.
This question comes up here because a succession is one of the few moments at which someone looks at the company from a distance while the current owner is still there to explain it. That combination is rare. In an external sale, the buyer is at a distance but has no access to the history. In an internal succession, there is history, but often no distance. The moment when the successor is preparing is therefore the moment at which that distance can be artificially organized, before the succession becomes a fact.
Work that AI takes over falls into three categories, and these run through every part of the company. Some tasks AI can take over completely. Other tasks run partly automated, with a human approving or rejecting based on a reason. And part remains human work, because it requires judgment, relationships, or responsibility that cannot be delegated to a system.
That division is not fixed. In one company, administration is already largely automated with human control over exceptions; in another company, the same work is still done manually, not because it couldn't be done otherwise but because no one has taken the step. The difference rarely lies in the sector and more often in who within the company has had the time and occasion to look into it. A succession is such an occasion.
A successor taking over the company does not take over the number of employees but the question of what continues to run without them. If part of the work is already done by AI, with or without oversight, that changes the weight of the eight drivers that determine the value of a company. Owner dependency weighs the heaviest: a company that runs on the knowledge and network of the current owner has a different succession profile than a company in which processes, including the automated ones, exist independently of that person.
But profit quality also shifts. A saving that arises because one AI supplier takes over one task is more vulnerable than a saving that is anchored in the process itself. The successor who discovers after the succession that a margin depends on a contract with an external party is in a different position than one who takes over a margin embedded in the company's own way of working. This kind of difference can be made visible before the succession takes place, not only afterward.
What can be done: establish which tasks in the company are currently done by AI, which run partly with oversight, and which are still entirely human work. That is a factual inventory, not a prediction. It is also possible to establish how much of the company runs through the current owner, and where that weighs on the value the successor will take over.
What cannot be done: guarantee that a task that is still human work today will no longer be so in two years, or the reverse. And certainly not: make a statement about what should happen to employees. If the succession involves changes to staffing, separate legal requirements apply to that; this is not part of a value assessment and is not treated as such here.
The underlying question — which work in this specific company can genuinely be taken over by AI, and which part of it already has been — is answered per task by the work scan from FTE TO AI, independent of who will lead the company going forward.
The question of what happens to automated work does not arise only in family succession. In a management buy-out, the same question arises about the work AI has already taken over, albeit with a different buyer logic. Anyone wondering when in the process this question should land can read what happens to this work two years before a sale. And to understand exactly how heavily owner dependency weighs in a succession situation, there is an explanation of how you measure how much runs through the owner.
A family succession has no fixed date on which preparation must begin, but it does have a moment at which delay starts to count. The free value check consists of eight short questions, one per value driver, and provides a picture of which driver weighs most heavily on your company's price today. The full value scan, with maturity scores per driver, evidence, the owner dependency index, and a two-year calendar toward the exit moment, is under construction.