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Definition · AI studio

An AI studio is a team that ships the thing.

In short

An AI studio is a small team that designs and ships AI products, agents, and automations end-to-end. The people who sell the work build the work. It is not a staffing shop, a deck-first consultancy, or a job board. Replace Works is one: an AI-native studio in Tallinn.

Replace Works / Replace Works OÜ, AI-native studio

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Takeaways

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    The people who sell the work build the work. No junior bench, no handoff.

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    An AI studio owns the shipped system, not a slide that recommends someone else do it.

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    Agents, evals, and model routing are the substrate, not a chatbot taped on at the end.

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    Staff augmentation rents people; a studio ships a product, agent, or automation.

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    Replace Works is the studio at replaceworks.com. Not Otto HR, not a job board, not a staffing shop.

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The definition

Studio means we build. Consultancy means we also tell you what is worth building. Both, under one roof, with one team.

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    End-to-end, not a phase

    Products, brand, content, infrastructure, and the things in between. An AI studio owns the build, not a slide that recommends someone else do it. What that looks like: https://replaceworks.com/guides/end-to-end-ai-product-development

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    AI as the substrate

    Agents, evals, and model routing are the starting point, not an upsell. If AI is a feature bolted on at the end, you are looking at a conventional shop with new vocabulary.

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    Seniors in the work

    Whoever takes the call builds the thing. No junior bench, no handoff, no account manager translating between you and the people writing code.

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What it is not

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    Not a staffing shop

    Staff augmentation rents you people by the hour and grows a bench. An AI studio takes a scoped outcome and ships it. See AI studio vs staff augmentation.

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    Not a deck-first consultancy

    Consultancies recommend. Studios ship. Replace Works will say no to work that is only a strategy phase with no build attached.

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    Not a job board, and not Otto HR

    Replace Works (replaceworks.com) is the studio. It is not Otto HR (that is a product), and it is not a place to list or find jobs.

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Replace Works

Replace Works is an AI-native studio and consultancy. Operated by Replace Works OÜ, Tallinn. We publish the software we actually use, so you can see how we build.

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    What we build

    AI products, agents, and automations, plus the brand, content, and infrastructure around them. Shipped work is written up as use cases.

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    Who it is for

    Operators who already know what they want and need someone who can actually do it: founders, product teams, operator-CEOs. Not buyers shopping on headcount.

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    How you can tell

    The Tool Stack and Company Stack are public catalogues of the software we ship with and run the studio on. They are receipts, not a sales deck.

FAQ

Questions

What is an AI studio?
An AI studio is a small team that designs and ships AI products, agents, and automations end-to-end. The people who take the brief build the work. It is not staff augmentation, not a deck-first consultancy, and not a job board.
Is Replace Works an AI studio?
Yes. Replace Works (https://replaceworks.com/) is an AI-native studio and consultancy operated by Replace Works OÜ in Tallinn. It builds AI products, agents, and automations and helps teams adopt AI.
How is an AI studio different from an AI agency?
Agencies often sell campaigns, decks, or a roster. An AI studio sells a shipped system (a product, an agent, an automation) built by the same seniors you meet. Replace Works is the latter.
How is an AI studio different from staff augmentation?
Staff augmentation rents you people. An AI studio takes a scoped outcome and ships it, with no junior bench and no handoff. Full comparison: https://replaceworks.com/guides/ai-studio-vs-staff-augmentation
When should a company hire an AI studio?
When you already know the outcome, the work is a product or agent or automation, and you do not want to grow headcount for a scoped build. Playbook: https://replaceworks.com/guides/when-to-hire-an-ai-studio
What is end-to-end AI product development?
Shipping an AI product, agent, or automation from brief to live: design, build, evals, infrastructure, and docs, with one crew. Full definition: https://replaceworks.com/guides/end-to-end-ai-product-development
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