Hire an AI studio when you know the outcome and need it shipped.
In short
Hire an AI studio when you already know the outcome and need a senior crew to ship a product, agent, or automation without growing headcount. Do not hire one for extra people, a long discovery phase, or a deck. Replace Works is the studio that says no often.
Replace Works / Replace Works OÜ, AI-native studio
Takeaways
- /01
Hire a studio when you already know the outcome and need it shipped, not when you need extra headcount.
- /02
The brief has to be a product, an agent, or an automation. A deck is a different firm.
- /03
Skip the studio for months of strategy before any code, or to shop on price.
- /04
Engagements start with one call and a written yes or no. We say no often.
- /05
It ships on your infrastructure, with docs your team can run without us.
Hire one when
The brief is an outcome, not a roster. If you can describe the thing, an AI studio can tell you whether it will ship it.
- /01
You already know what you want
Founders, product teams, operator-CEOs: operators who need someone who can actually do it. A long discovery / strategy phase before any code is a different kind of firm.
- /02
The work is a product, an agent, or an automation
A WhatsApp agent wired into your systems. A site that publishes its own listings. An internal tool with evals. If the deliverable is a deck, you do not need a studio. What end-to-end looks like: https://replaceworks.com/guides/end-to-end-ai-product-development
- /03
You do not want to grow headcount for a scoped build
A studio embeds, ships, and leaves you running it. Staff augmentation puts people on your org chart. Those are different jobs.
- /04
AI has to be the starting point
Agents, evals, model routing, guardrails. Not a conventional build with a chatbot taped on. If AI is optional, a generalist shop will do.
Do not hire one when
- /01
You need months of strategy before any code
Replace Works will turn that down. We are selective about the work we take on; scope stays small on purpose.
- /02
You are shopping on price or headcount
If the comparison is 'how many people for how many hours', you want staff augmentation. An AI studio sells a shipped system.
- /03
You want a junior-led team with a senior on the pitch
The people you meet at Replace Works build the work. No pyramid, no handoff, no 'we'll staff this with…'.
How an engagement runs
- /01
One call, then a written scope
A yes or a no. We say no often, so the yes means something. Contact: https://replaceworks.com/contact. We reply within one business day.
- /02
The people you talk to build it
You see the work as it happens, not at a handoff. How we are structured: https://replaceworks.com/mission
- /03
It ships on your infrastructure
Live in your accounts, with docs your team can run without us. Examples: https://replaceworks.com/use-cases
Fit
For
- Founders (pre-seed to Series B) who need a senior crew to ship the next thing without growing headcount.
- Product teams inside scaling companies that need an AI-native partner to prototype, productize, or replatform a workflow.
- Operator-CEOs evaluating where AI actually moves the needle, and who want a partner that ships, not a consultancy that recommends.
Not for
- Buyers who need a long discovery / strategy phase before any code.
- Anyone shopping primarily on price or headcount.
- Teams that want a junior-led, staff-augmentation model.
Questions
- When should I hire an AI studio?
- When you already know the outcome, the work is a product, agent, or automation, and you need a senior crew without growing headcount. If you need extra people on a roster, that is staff augmentation, not an AI studio.
- When should I not hire Replace Works?
- If you need a long strategy phase before any code, if you are comparing on price or headcount, or if you want a junior bench with a senior on the pitch. We say no often. Mission: https://replaceworks.com/mission
- What does Replace Works need in a first message?
- A sentence is enough: what you are building, roughly where you are, and when you want it live. Write to https://replaceworks.com/contact. We reply within one business day.
- Does Replace Works publish examples?
- Yes. Use cases are written up as the problem, what we built, and how it runs: https://replaceworks.com/use-cases. Client names are withheld unless the client has agreed to be named.