A buyer does not buy the payroll. He buys what keeps running if the owner is absent for three months and if a few key people leave. Team and succession is therefore never a headcount. It is a question of dependency: how much of the revenue, the customer relationships and the knowledge is tied up in specific people, and how much is tied up in the business itself.
AI changes that weighting, not by replacing people, but by making visible which work is attached to a person and which work is attached to a process. Work that a system with human oversight can take over was always less person-bound than it appeared. Work that stays human work — negotiating, reassuring the customer, judging an exception — now carries more weight in the assessment, precisely because the rest becomes thinner.
The same breakdown that applies to tasks applies to roles. For part of the work AI can take over the task: planning, reporting, first drafts, standard correspondence. For another part AI works alongside under human oversight: an employee approves or rejects, with reasoning, and remains responsible. And part remains human work: relationship management at management level, complex customer situations, decisions that require authority and context.
In a business where this breakdown has been carried out — where someone can point out which part of each role falls into which category — a buyer sees a team that has been made transferable. In a business where this has not happened, he sees undifferentiated dependency: everything hangs on people, including the part that should not.
This difference does not arise from company size or sector. It arises because some owners have already asked the question — which work can be taken over, which work must remain, who decides on that — and other owners have not.
During due diligence, a buyer or his advisors look for concrete signals, not reassuring statements.
These signals carry more weight the more of the underlying work turns out to be replaceable or transferable — because that is when it becomes clear whether the remaining dependency is an organisational choice or a blind spot.
The core is the owner dependency index: a score that is not based on how many hours the owner works, but on how much revenue, customer contact and decision-making authority runs exclusively through the owner. That score is built up from four questions that keep recurring.
Which customers speak exclusively with the owner. Which decisions — price, delivery, staffing — can only be made by the owner. Which knowledge about products, margins or suppliers exists only in the head of the owner or one other person. And what part of the work that today rests with a person is actually task work that, with human oversight, could also be done by a system or a junior.
The last question is where the shift becomes visible. Work that used to automatically stay with the owner or a senior employee — because no one else could oversee it — can now partly be taken over or carried out under human oversight. That does not automatically lower the index; it only lowers it if it is also recorded and handed over.
Improvement does not lie in working harder, but in transferring what is transferable and documenting what remains human work.
That means: spreading customer relationships across more than one person, recording decision rules so a second layer can apply them, and setting up the work AI already can handle under human oversight as a process with a responsible party, not as the task of a single specialist. Where this touches on functions, roles or headcount, separate statutory requirements apply; you assess that with the advisors intended for that purpose, not with a value scan.
This shift does not stand apart from the other value drivers. Lower owner dependency only flows through into the price if the financial figures are also demonstrably of good quality, if the underlying processes and systems carry the work instead of the person, and if the spread of customers is independent of who happens to maintain the contact. Legally, too, it matters who holds which authority, something connected to the legal documentation of authorities and contracts.
The underlying question — which work in this business can genuinely be taken over by AI, and which work remains human work — is answered per task with the work scan from FTE TO AI.
The free value check consists of eight short questions, one per value driver, and gives an indication of which driver is weighing most heavily on your price today. The full value scan, with evidence per driver and a two-year calendar towards the exit moment, is under construction.