An ambition is usually tested against a single question: can this be done technically. Can the model handle the task, is the data available, is there a supplier who can build it. That question is usually answered quickly with a yes. The question that comes after, and that is often asked only late, is whether the organisation around it is ready. May this decision be made without a human being. Who still signs off on it. What happens if the outcome is contested. These are not technical questions and they are not answered by the same people who answer the question of technical feasibility.
The ambition test of strategyaligned.net is therefore not about whether something can be done, but about whether it is permitted and whether the organisation is ready for it to happen. That is a different kind of inquiry, with a different kind of uncertainty.
AI is taking over work. Not everywhere and not all at once, but in parts: some tasks a system can handle entirely on its own, others only with a human who approves or rejects and gives a reason for it, and part remains human work because judgement, responsibility or context cannot be transferred. That division shifts at a different pace per company, and that pace is rarely determined by the technology. It is determined by whether there is someone who is allowed to take responsibility for the outcome, whether the data is demonstrably correct, and whether a regulator or auditor can follow the process. A company where these matters are already in order sees AI work land faster than a company where the technology is further along but the decision rights have not yet been recorded anywhere.
The ambition test records an ambition in four layers: the vision, the vision state that fits it, the target for an agreed period, and the target state that makes concrete what will work differently by then. That separation exists because compliance questions usually play out at a different layer than the ambition itself. The vision may be uncontroversial, while the target state calls for something for which no framework yet exists. Whoever does not pull these apart mixes a discussion about direction with a discussion about regulation, and those two discussions have different owners and a different pace. How to spread an ambition that is too large for a single year over a longer period, with intermediate steps that can each be tested separately, is described at spreading a large ambition over several years.
Readiness is tested across eight dimensions: including data, process, decision rights, oversight, and the people who currently do the work. Compliance does not sit in one dimension, it runs through several. A shortfall in decision rights affects oversight, a shortfall in data affects the ability to verify something. On top of the dimensions sit five confidence gates: moments at which it is determined whether the evidence for readiness is solid enough to proceed, or whether the next step remains on hold for the time being. A gate that is not passed is not a rejection of the ambition. It is a signal that a specific component needs more attention before the work can actually shift.
The test says something about readiness at the moment of measuring. It says nothing about what a regulator will decide next year, and nothing about how a specific lawyer will assess a specific contract. Where legislation and regulation or employment-law consequences come into play, their own statutory requirements apply, and these are not replaced or anticipated by the test. The outcome of a dimension that scores just below the norm is also not a prediction; it is a snapshot indicating where evidence is missing. What the test does do: show whether a dimension that has been stuck at the same point for a while is doing so due to a lack of attention or due to an underlying problem that will not resolve on its own without intervention, as elaborated at a dimension that has been stuck at the same point for years.
The outcome of the test is translated back into capabilities: what must a role be able to do, who makes which decision, where does responsibility shift when a task partly moves to a system. Without that translation back, an ambition remains a statement on paper. Why an AI ambition without that capability translation remains a wish rather than a plan is explained at an AI ambition without capability translation. This also touches on a broader pattern: a strategy that only lives at board level changes nothing about the work itself, and how to prevent that is addressed at a strategy that does not remain a document.
Whether the ambition is permitted ultimately depends on precisely which work shifts and to whom. That question — which work in this company can genuinely be taken over by AI, and which part will keep requiring oversight — is answered per task with the work scan of FTE TO AI.
The full ambition test is under construction. What is already available today is a free readiness check consisting of eight short questions, one per dimension, which shows where an organisation is furthest along and where it is least so. Anyone who first wants to know whether this is the right moment, or whether an ambition would be better off waiting a year until a few preconditions are in order, will find a guide at an ambition that might be better postponed for a year. And anyone already underway with a change can check the early signals of a change taking hold to see whether these are already emerging, described at early signals that a change is taking hold.
Vertel wat u wilt bereiken, dan kijken we samen wat daarvoor moet staan.
Answers come from this site’s knowledge base. Not tailored advice, and not a scan of your company.