RT is a Berlin-based AI product studio. We partner with founders and teams worldwide to design, build, and launch AI-powered MVPs — typically in 4 to 6 weeks.
We're selective on purpose. If any of these sound like you, we're probably the right fit.
You have an AI idea but no technical co-founder
We become the technical half of your team for the build — and hand you a product you can keep growing.
You need a real working product, not another demo
Demos win pitch meetings. Working software wins users. We ship the latter.
You want to validate fast — before raising or hiring
A live MVP in 4–6 weeks is the cheapest, sharpest way to learn what the market actually wants.
You need AI dropped into a product you already have
RAG over your docs, an agent inside your workflow, a generative feature on your site. We add it cleanly.
Features scoped, stack chosen, timeline drawn, next steps written. Enter your idea and email — we generate the blueprint and send you a copy.
Submit on the left and you'll get a structured blueprint back in seconds:
Designed and built end-to-end for an AI-native branding studio that places luxury products in cinematic worlds through AI generation and 3D rendering. Editorial layout, custom motion, zero template feel.
An open-source learning platform with 1,600+ exercises across Python and React. Code answers are graded by actually running them in the browser — plus guided projects, exams with certificates, and an AI tutor. No backend, no accounts.
A workstation for cutting through information firehoses — clean prioritization of high-signal items for operators and analysts who don't have time for noise.
A mix of e-commerce, services, and internal AI tools. Some clients prefer to stay unnamed — we respect that.
Apparel · DTC
Independent Clothing Label
A growing clothing label running their business through Instagram DMs and a tangle of spreadsheets. We replaced it with a calm online store, automated their order flow, and gave them a back-office their team actually uses.
Construction
Construction & Contracting Firm
Designed and built a digital presence and client intake system for a contracting business — from a static brochure site to lead capture, project tracking, and document handoff in one place. Their crew now closes more leads from the road than the front desk used to in a week.
AI · Productivity
Confidential — Internal AI Tool
Built a private AI tool that ingests company documents, answers questions in natural language, and drafts outputs — replacing a 6-step workflow that previously took hours per request. RAG pipeline with strict source-grounding so the tool can't make things up.
Every engagement begins with the same free advisory call. From there, we shape what comes next together — no fixed packages, no surprise invoices.
Sixty free minutes to pressure-test your idea.
Bring your idea, your half-built prototype, or your stuck team. We map it to a real product scope and tell you the honest path forward — including when not to build.
AI dropped into a product you already have.
RAG over your docs, an agent that automates a workflow, voice or generative features — added to your existing stack and shipped in 2–3 weeks.
A production AI product in 4–6 weeks.
We design, build, and ship a focused MVP your users can actually use. Weekly demos. No slides. Hand-off and 30 days of support included.
The process
Idea to shipped — same shape every time
One call, no charge. We map your idea into a real product scope — and call out the parts you shouldn't build.
Blueprint, stack, and timeline. You see exactly what you'll get before we write a single line of code.
Working software demoed each week. No theatre, no surprise invoices, no late-stage scope creep.
We ship it, hand it over with documentation, and stay close for the first 30 days post-launch.
RT is an AI product studio led by Robeir Toma — a developer with a decade of experience shipping software across web, mobile, and AI.
We're based in Berlinand work with founders and teams worldwide. We're small on purpose: a focused number of projects each quarter so we can show up like a senior team, not a freelancer juggling tabs.
We care about a few unfashionable things — shipping on time, scoping honestly, and writing code the next person can read. AI is a tool, not a slogan.
Based
Berlin
Clients
Worldwide
Hours
CET + flex
Reply
Within 24h
The stack
Boring where boring is best · AI where it matters
If yours isn't here, send it — we'll add it to the list and reply within 24 hours.
Our AI MVP Build engagements typically start around €12,000 for a focused v1 shipped in 4–6 weeks. AI integration sprints (adding AI to an existing product) start around €4,500 for 2–3 weeks. Final pricing depends on scope — we'll quote a fixed price after the free advisory call so there are no surprises.
Most MVPs ship in 4–6 weeks from kickoff. Integration sprints are 2–3 weeks. We work sequentially — one or two projects at a time — so you get senior attention rather than waiting in a queue.
You do. 100%. Code lives in your GitHub from day one, you keep the keys to every service we use, and you can switch developers any time. We don't hold your product hostage.
Scope changes happen. We re-scope between weekly demos so you never blow the budget on something you no longer want. Small pivots are baked in; large pivots get a new estimate before we change direction.
Yes — that's what the Integration Sprint is built for. We're comfortable inheriting Next.js, React, Node, Python, and most modern stacks. We'll spend day one reading your code before suggesting anything.
Freelancers are fast but variable; agencies are reliable but slow and expensive. A small studio gives you senior delivery, real accountability, and the speed of one person who actually knows your project — without the overhead.
Yes. We'll sign yours, or send ours. Standard mutual NDA available before any sensitive details are shared.
You don't need either. We handle product scoping, UI/UX, and engineering end-to-end. If you have a designer or PM, we partner cleanly with them.
Send a quick brief. We reply within 24–48 hours with our honest read on scope, approach, and whether we're a fit. No pitch deck required.
Replies within 48h · Berlin → Worldwide
