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Insight · how to buy

Dev shop or AI-native studio: which one do you need?

A dev shop sells hours of a team you direct: you carry the coordination, the scope and the turnover risk. An AI-native studio sells a finished result and hands it over. Neither is better in the abstract — the right one depends on whether you have someone able to run a team full time.

Dev shopyou buy capacity
Studioyou buy an outcome
Risk sits withyou · us
Right answerdepends on your bench

What you are actually buying

With a dev shop, capacity: four developers for six months, and you decide what they do. With a studio, an outcome: this thing, working, by then, for that price. The distinction sounds academic until something goes wrong, and then it is the whole contract — one arrangement bills you for the extra weeks, the other absorbs them.

Who carries the coordination

Hours need direction, and direction is a full-time job. If you have a product person who can write tickets, answer questions within the hour and hold a roadmap, a dev shop gives you leverage cheaply. If that person does not exist — or is your CTO, who has three other jobs — the hours get spent, and the spending is invisible until the demo.

What happens to knowledge

Staff augmentation ends with people leaving, taking with them everything they learned about your domain. That is not malice, it is the model. A studio engagement that ends without documentation, tests and a handover has the same problem, which is why we treat the handover as the deliverable rather than the goodbye.

The honest case for a dev shop

There is one, and it is strong. Long roadmaps with steady throughput, where the work is well understood and the constraint is simply hands, are exactly what capacity is for — and cheaper than paying a studio's outcome premium. If you can name the next twelve months of work and someone can run it, hire hours.

The honest case for a studio

Short, defined, high-uncertainty work where nobody on your side has a quarter to spend running a team: a first version, a process that needs replacing, an AI capability the team has never built. You are paying for the risk to sit elsewhere and for the thing to arrive finished, which is worth a premium exactly when your own attention is the scarce resource.

A test that takes one minute

Ask who, by name, will answer a developer's question at eleven on a Tuesday. If the answer comes instantly and that person has the time, buy hours. If the answer is a shrug or the name of somebody already overloaded, buy an outcome. Everything else in the comparison is downstream of that.

Straight answers

Where does 'software factory' fit in this?

It is the same model as a dev shop, described in the vocabulary common across Latin America: a team you direct, billed by capacity. The label matters less than the question of who carries the coordination and the scope risk.

Can you start as a studio and continue as a team?

Most clients do the opposite, which is the point: a short engagement, then carry it with their own people. If you want continuity we scope another short engagement rather than converting into a standing team, because a permanent seat is exactly what we are not.

Keep reading

Not sure which one you are?

Thirty minutes. If the answer is a dev shop, we will say so and point you at the question to ask them.