01
MVP scope and build plan
What v1 does, the main risks, and what we're deliberately not building. Agreed before we start.
Example: the AtlasPulse plan
AI MVP Development
MVP development services built around one question
We turn the question your MVP needs to answer into the smallest product that answers it. AI speeds up the build, senior engineers review every change, and you keep the code.
Most MVPs are built in 2-6 weeks
Engagement commitments
- A clear goal and scope before any code
- You own the code and the docs
- Analytics to guide what you build next
Before any code
MVP scope and build plan
What you get before anyone writes a line of code.
- Must prove
- The one result a new user has to reach
- In scope
- The user journeys we build first
- Not yet
- What waits for v2, and why
- Risks
- Data, integrations, and messaging, ranked
We review it together before the build starts
Week 1
Accelerated by
Lovable
Cursor
Replit
Copilot
Kiro
Antigravity
Figma MakeLovableCursorReplitCopilotKiroAntigravityFigma MakeService fit
An MVP partner for the decision you need to make next
You have an idea and a budget you don't want to waste. With our AI MVP development service, we build the smallest version that shows whether people actually want it. If the honest answer is to build less, we'll tell you.
A good fit
- You can name the user, the problem, and the evidence that would change your next decision.
- You want the first version to answer one clear question, not to include every feature you can imagine.
- You want to own the code, understand how it's built, see what users do, and keep improving it after launch.
Usually not a fit
- A feature list with no clear user in mind, or a large platform before anyone has paid for it.
- A replacement for a product team, when nobody on your side can make product decisions.
From validation to scope
Choose the smallest release that answers your question
We turn your question into a plan: what to build, how it will work, and what we'll measure to know whether it worked. The plan is shaped around your idea, not a fixed package.
MVP types
- A validation prototype, when the big unknown is whether people want it, how it fits their workflow, or how to describe it.
- An operational MVP, when real users need to complete a whole task from start to finish.
- A SaaS MVP, when accounts and billing are part of what you need to test. We keep it deliberately small.
Engagement shapes
- A scoping plan on its own, one focused build, or a build plus a few months of improvements after launch.
- The price depends on the number of screens, the integrations, whether designs exist, and how robust it needs to be at launch.
What you get
Six deliverables you can review and keep
Your quote lists which ones your MVP needs. All of them are yours.
Support after launch is quoted separately, so nothing is assumed.
02
Data model and auth
How your data is structured, how people sign in (auth), and who can see what.
03
The core user journey, end to end
The main journey working from sign-up to the first useful result.
04
Event analytics
Tracking on the handful of user actions (events) that show whether the MVP is working.
05
Launch and rollback
A release process with a preview of every change and a tested way to undo one, written down.
06
Handover documentation
How it fits together, why we made the key decisions, and how fixes work after launch.
Example: SLO handoff doc
The process
How an MVP project runs
- 01
Scope the first release
We agree what v1 does, the main risks, and what we're not building, all before any code.
- 02
Build quickly
AI tools handle the repetitive code. A senior engineer makes the architecture decisions and reviews every change.
- 03
Test and fix
We test the main journeys and failure cases, then set up alerts and a rollback plan before your first real user.
- 04
Launch and hand over
We ship a clean release, then hand over written documentation and an agreed plan for support.
Dates are agreed in writing. Larger products take longer, and we'll say so up front.
See our client workScope your MVP
Pick the features. See how the scope changes.
Use this for rough planning. Pick what your first version needs, then send it to us for a proper look.
Core must-haves
3/4Growth features
0/4Platform and enterprise
0/4Projected v1
3 selected
Scope shapeFocused first release
Complexity signal5 points
Next stepReady for a scoping call
A senior engineer reviews it and replies within one business day.
Client results
Results from products we've worked on
ClipFlow
Onboarding completion up from 18% to 42%, and trial-to-paid from 12% to 23%, after we rebuilt sign-up around one clear journey.
Read the ClipFlow storyAtlasPulse
Median time-to-release down from 9.1 to 5.1 days (44% faster) across four product squads.
Read the AtlasPulse storySLO
Critical-path test coverage up from 40% to 78% while we modernized an 8-year-old codebase in stages.
Read the SLO storyMetrics reflect specific client engagements and project scope.
Pricing
What changes the price, and how we quote it
Our MVP Build starts at $1,999 and is usually built in 2-6 weeks. We look at who it's for, what you already know, and what it has to do, then give you a fixed quote.
See our starting pricesValidation prototype
Often 1-2 weeksFixed quote after scoping
A clickable product people can try, to find out whether they want it at all.
- The question, and what success looks like
- One journey, built properly
- Recommendations for what to do next
Most chosen
Operational MVP
2-6 weeks for a first versionFrom $1,999
A working product that completes a real task from start to finish, with login and analytics.
- The core journey and supporting screens
- Data, login, and analytics
- Launch, handover, and next steps
SaaS MVP
Larger builds: usually 4-10 weeksFixed quote after scoping
A small paid product, when accounts and billing are part of what you're testing.
- Simple accounts and a focused feature set
- Only the billing and account features you need to test
- A clear list of what waits until people pay
What affects the price
- What you need to learn
- Your question decides whether a clickable prototype or a working product is the sensible first step.
- The core workflow
- Each extra user type, screen, and state adds design, build, and testing time.
- Integrations and data
- Payments, your CRM, imports, notifications, and data migration each add work and risk.
- Launch and beyond
- Analytics, user feedback, and post-launch improvements are quoted separately when you need them.
A short scoping call produces the quote, the assumptions behind it, the timeline, and what we're leaving out.
FAQ
AI MVP Development Services for Founders FAQ
What does an MVP development engagement include?
It can include scoping what to build, design, the build itself, login, the core user journeys, analytics, launch, documentation, and handover. Your quote spells out which of these your MVP needs, so you only pay for what helps you make the next decision.
Why choose a company or agency instead of a freelancer or internal hire?
Work with us when you need senior judgment on what to build and how, and you're not ready to hire a team. Hire in-house when you need someone embedded in the product for the long term. If a freelancer or a hire suits you better, we'll say so.
How do we choose a validation prototype, operational MVP, or SaaS MVP?
It depends on what you're unsure about. A validation prototype tests whether people want it. An operational MVP tests whether they can actually get the job done with it. A SaaS MVP tests whether they'll pay. We'll help you pick the smallest one that answers your question.
How is an MVP estimate created?
We look at who it's for, the question it needs to answer, the core journey, and what it connects to. The quote then lists what's in, what's out, and what would change the price. Our MVP Build starts at $1,999.
How much of the code is AI-generated?
AI tools write a good share of the repetitive code, like standard screens and the connections between them. Code that touches payments, login, or customer data is written or heavily edited by a senior engineer, and every change is reviewed before it ships.
Do you handle design?
Yes. We can build from your Figma files, or design a clean, simple interface ourselves. Either way, the engineer building each screen reviews the design decisions, so what you approve is what ships.
Who owns the MVP code and how does handoff work?
You own it from day one. At handover you get the repository, documentation on how to run it, the reasons behind key decisions, and everything another developer needs to carry on.
Can you help after the MVP launches?
Yes. Once it's live and you can see what people actually do, we can keep improving it, usually on our Growth Partner plan from $2,999/mo. That's quoted separately from the build.
Free first call
Tell us the idea. We'll help you find the smallest first version.
Share the question your MVP needs to answer and what you already know. A senior engineer will reply within one business day with the build we'd recommend.
Know what you need
Send a short brief. A senior engineer reads it and replies with questions or a suggested next step.
Need help scoping
Book a free 20-minute call. We’ll work out the scope together. No sales pitch, and if you don’t need us, we’ll say so.Book a call
Prefer a written response? Send the team a message.