MVP Development
An MVP tests an assumption, not builds your whole app. We help founders figure out what to validate first and build the smallest experiment to test it.
Get StartedAn MVP Tests an Assumption
An MVP is not "the app." It's the smallest experiment that validates your core testable hypothesis. What assumption needs to be true for your product to work? What behavior or mindset are you trying to change? Test that first.
Think of a bookkeeping product. If you had a novel way of keeping the books, you wouldn't start by building a full platform. You might start with phone calls and a spreadsheet. Validate what people want before building something they don't.
The best MVPs are often just a single feature. An elegant test of your main assumption. Build that, learn from it, then pick the next direction based on what real users tell you.
Our MVP Process
Find the Assumption
What needs to be true for this to work? We help you identify the core hypothesis to test first.
Design the Test
What's the smallest experiment that validates your assumption? Sometimes it's a feature. Sometimes it's simpler than you think.
Build & Ship
We build the test fast and get it in front of real users. Working software, not slide decks.
Learn & Iterate
Listen to your users. Let real feedback, not assumptions, tell you what to build next.
From AI Prototype to Production MVP
Many founders use AI tools like Cursor, Bolt, Lovable, or Replit to build initial prototypes. That's great. These tools help you explore ideas quickly. But when you're ready to launch for real users, you often need production-grade code.
We specialize in this transition. And we don't just write code line by line. We architect agent workflows that accelerate delivery while keeping human judgment on the decisions that matter. The result: you ship faster without cutting corners.
- Evaluate your AI-built prototype for production readiness
- Identify what can be kept vs. what needs rebuilding
- Add authentication, payments, and other production features
- Ensure security, scalability, and reliability
- Deploy to production infrastructure
Our Tech Stack
Flutter
Cross-platform mobile development. One codebase for iOS and Android.
Ruby on Rails
Proven backend framework for web apps and APIs. Fast development, reliable at scale.
React / Astro
Modern frontend frameworks for web applications.
AWS / Vercel
Cloud infrastructure that scales with your growth.
In Practice
Two veterans — one Navy, one Army — kept seeing eligible veterans who couldn't figure out how to use their benefits. Referrals stalled. Authorizations were confusing. The rules kept changing. They'd navigated that same system themselves, and they saw a major expansion of Community Care coming — more options, but more moving parts added to an already confusing process.
They built Health.Vet: a free resource helping veterans reach care and helping health systems receive veterans who are already eligible and funded. Eight Bit built the platform on Rails 8 with VA data integrations.
See the work →Frequently Asked Questions
What is an MVP really?
An MVP is meant to test an assumption, not build your whole app. It's the smallest experiment that validates your core hypothesis. Your answer can't be "the app." It should be a specific assumption you can validate before investing in a full build.
How long does MVP development take?
It depends on what you're testing. Some MVPs are a few weeks, others take 8-16 weeks. The key is scoping to the smallest experiment that validates your core assumption.
How much does MVP development cost?
MVP development typically ranges from $50,000-$150,000 depending on complexity. But the real question is: what's the cheapest way to test your assumption? We help you find the right-sized experiment.
What's the difference between an MVP and a prototype?
A prototype demonstrates an idea. An MVP tests an assumption. The best MVPs are often just a single feature. The smallest thing that validates whether your core hypothesis is right.
Can you help with AI-built prototypes?
Yes! Many founders use Cursor, Bolt, Lovable, or Replit to build prototypes, then hit limitations. We specialize in evaluating AI-built code and turning promising prototypes into production-ready software.
Related
What's Your Core Assumption?
Tell us what you're building. We'll help you figure out what to test first.
Get Started