Our recommendation
Hire in-house when the software is your core product and you can recruit and keep a team. Use a freelancer for a well-defined, self-contained piece of work. Use a product studio or agency when you need several skills at once, such as AI, backend, cloud and front end, for a first release or a modernisation, and want to own everything at the end.
At a glance
| Product studio | Freelancers or an in-house team | |
|---|---|---|
| Speed to start | Weeks | Freelancer: days · In-house: months to hire |
| Range of skills | AI, backend, cloud, front end in one team | Freelancer: usually one · In-house: what you hire |
| Cost shape | Per project or sprint | Freelancer: hourly · In-house: salaries and overhead |
| Continuity risk | Low if code and docs are handed over | Freelancer: high · In-house: lowest once staffed |
| Process | Brings one | Freelancer: varies · In-house: you build it |
| Long-term product knowledge | Handed over in docs and code | In-house: strongest |
Choose Product studio if…
- You need AI, backend, cloud and front-end skills on the same project at the same time.
- You want a first production release before you hire a permanent team.
- You are modernising a system and need a team that has done it before.
- You want every repository, account and document in your name from day one.
Choose Freelancers or an in-house team if…
- Freelancer: the task is small, well defined and needs one skill.
- In-house: the software is your core product and will need daily work for years.
- In-house: you can recruit and retain engineers in your market.
What usually goes wrong
With freelancers, the risk is continuity: one person holds the knowledge, and when they move on, so does the context. With in-house teams, the risk is time: hiring takes months, and the first hires often need skills you only need for the first release. With studios and agencies, the risk is dependence: code in the studio's accounts, documentation nobody wrote, and a team you cannot leave.
How we remove the studio risk
Everything we build lives in your GitHub organisation and your cloud from the first commit. Infrastructure is code, every system ships with a runbook, and prompts, evaluation sets and model weights are yours. When it is time to bring work in-house, we help you hire and hand over.
A common pattern
Studio for the first release or the hard modernisation, in-house team for the years after, with the studio on a small retainer for the specialist parts. It gets you to production quickly without leaving you dependent.
Questions
Can a studio help us build our in-house team?
Yes. We help write role descriptions, take part in technical interviews, and pair with new hires on the codebase before we step back.
Do studios cost more than freelancers?
Per hour, usually yes. Per finished, tested and documented system, often not, because several skills work in parallel and less is redone.