AI MVP Sprint
A focused 2–4 week build to turn your idea into a working first version with the core AI workflow, product UI, dashboard, and deployment.
Berlin-based AI MVP studio — by Oneway8X
Launch your AI MVP
in weeks, not months.
I help founders and small teams turn AI ideas into focused first products — scoped clearly, built fast, and ready to test with real users.
AI MVP Studio by Oneway8X builds practical AI MVPs, internal tools, copilots, and product prototypes for founders, startups, agencies, and small teams across Europe.
- Berlin-based
- Europe-focused
- Former CTO experience
- Founder-friendly
- 2–4 week MVP sprints
Quick summary
What is AI MVP Studio?
AI MVP Studio by Oneway8X is a Berlin-based studio that helps founders and teams build focused AI MVPs, copilots, internal tools, and AI product prototypes.
Who is it for?
It is for non-technical founders, early-stage startups, agencies, and small teams that want to turn an AI idea into a working first version.
What can you build?
AI MVP Studio can help build AI SaaS prototypes, document assistants, internal copilots, AI workflow tools, customer support assistants, AI CRM tools, and white-label AI products for agencies.
Where is it based?
AI MVP Studio is based in Berlin and works with founders and teams across Europe.
Who leads it?
AI MVP Studio is led by Ha Doan, a Berlin-based software engineer, founder, and former CTO.
Free audit
Start with a free AI MVP audit.
Not sure what to build first? In a free 30-minute audit, we’ll clarify your MVP scope, technical risks, and the fastest path to a useful first version.
Book Free MVP Audit- MVP scope review
- AI feature feasibility
- Technical risk check
- Product architecture suggestions
- Recommended first build phase
- Rough timeline and budget direction
What is an AI MVP?
An AI MVP is the smallest useful version of an AI product that lets a founder test the core workflow with real users.
When should you build an AI MVP?
You should build an AI MVP when you have a clear user problem, a possible AI workflow, and need to validate the first version before hiring a full team or raising more funding.
What can be built in 2–4 weeks?
A focused sprint can usually deliver one core AI workflow, product UI, basic dashboard, authentication, deployment, and handover.
What should not be in the first MVP?
Avoid too many integrations, complex admin systems, multiple user roles, advanced analytics, and non-essential features before the core workflow is validated.
The problem
Most AI ideas never become real products.
Many founders have a strong AI idea, but the path to a working product is unclear. The first version becomes too big, the technical choices feel risky, or the prototype never reaches real users.
- You have an idea but no technical co-founder yet
- You are unsure what the first MVP should include
- You need more than a no-code prototype
- You want to avoid wasting months on the wrong scope
AI MVP Studio helps you simplify the idea, define the right first version, and build something useful enough to test.
What we build
Focused AI products, built for real users.
AI Internal Tools
Custom copilots, document assistants, workflow tools, and automation systems for teams and businesses.
AI Product Architecture
Scope definition, system design, model selection, technical planning, and roadmap support before you invest too much into development.
White-label AI Development
Extra product engineering support for agencies and studios that need to deliver AI features or MVPs for clients.
Process
From idea to working product.
- Step 01
Understand
We discuss your idea, users, business goal, and current stage.
- Step 02
Simplify
We cut the scope down to the smallest useful product that can be tested with real users.
- Step 03
Design
We map the user flow, data flow, and AI workflow.
- Step 04
Build
We develop the MVP quickly with a practical, production-minded stack.
- Step 05
Launch
We deploy, hand over, and help you plan the next iteration.
Pricing
Start small, then build what matters.
Focused engagements, clear scope, founder-friendly terms.
MVP Audit
Free
Best for: Founders exploring an AI product idea.
- 30-minute call
- MVP direction
- Technical feedback
- Next-step recommendation
Most popular
AI MVP Sprint
From €4,900
Best for: Founders who need a working first version.
- MVP scope
- Core product UI
- One main AI workflow
- Basic dashboard
- Deployment
- Handover
Custom AI Build
From €9,900+
Best for: More complex products, internal systems, or agency projects.
- Multiple workflows
- Integrations
- Admin features
- Analytics
- Production architecture
- Ongoing support options
The studio
Built by someone who has been through the early product stage.
AI MVP Studio by Oneway8X is a Berlin-based AI MVP studio led by Ha Doan. The studio helps founders, startups, agencies, and small teams build focused AI MVPs, copilots, internal tools, and AI product prototypes.
I'm Ha Doan / Oneway8X, a Berlin-based software engineer, founder, and former CTO. I've worked on AI products, SaaS, mobile apps, healthcare, and cloud systems. You can view my selected product work, read my technical writing, or contact Ha directly to talk about your product.
- Former CTO at Heyy, a mental wellbeing startup
- Helped build and scale an AI-powered wellbeing app to around 200,000 users
- Experience across AI products, SaaS, mobile apps, and cloud architecture
- Practical founder-to-founder approach
“I know what it feels like to turn an early idea into a real product. The goal is not to overbuild. The goal is to get the right first version in front of real users.”
Examples
Example projects we can help with.
AI Document Assistant
Upload documents, ask questions, extract summaries, and search internal knowledge.
AI Founder Copilot
Help founders organize product ideas, tasks, launch plans, and go-to-market decisions.
AI Mental Wellbeing Prototype
Personalized reflection, journaling, and state-based guidance with clear safety boundaries.
AI CRM / Sales Copilot
Help sales teams summarize leads, prepare follow-ups, and automate repetitive CRM workflows.
AI Internal Knowledge Base
Search company knowledge, answer team questions, and reduce repeated manual support.
White-label Agency Tool
A client-facing AI workflow or dashboard built for an agency or studio.
FAQ
Questions, answered.
What is an AI MVP?+
An AI MVP is a focused first version of an AI product that includes the core workflow, user interface, and enough functionality to test with real users before investing in a larger build.
How fast can you build an AI MVP?+
Most focused AI MVPs take 2–4 weeks, depending on the scope, integrations, and how clearly the first use case is defined.
Who is AI MVP Studio for?+
AI MVP Studio is for founders, startups, agencies, and small teams that want to turn an AI idea into a working first product without hiring a full development team immediately.
Do I need a technical background?+
No. The process is designed for founders and teams who need help clarifying the product scope, technical risks, and first build phase.
Do you only build AI chatbots?+
No. AI MVP Studio builds practical AI workflows, copilots, document tools, automation systems, internal tools, and product features.
Can you work with my existing developer or team?+
Yes. AI MVP Studio can help with product architecture, MVP scoping, technical review, or hands-on implementation alongside your existing team.
Do you build production-ready MVPs?+
The goal is to build lean MVPs that are not throwaway. The architecture should be practical enough to support real users and future iterations.
Are you based in Berlin?+
Yes. AI MVP Studio by Oneway8X is based in Berlin, Germany and works with founders and teams across Europe.
What is included in the free AI MVP audit?+
The free audit includes MVP scope review, AI feature feasibility, technical risk check, architecture suggestions, recommended first build phase, and rough timeline direction.
Have an AI idea?
Let's make it real.
Book a free 30-minute MVP audit and get a clearer view of what to build first.