MVP
Development
A functional minimum viable product built at lightning speed with core databases and AI flows to validate your concept in the real market.
Architecture
Built for Real Users
An MVP is not a prototype — it is a live product real people can sign into and use. The architecture is designed to prove the core loop fast: secure accounts, persistent data, one primary AI or automation workflow, and a clean frontend that converts early adopters into paying users.
Verified Production Stack
Secure auth & user profiles
Email/password and OAuth login with gated dashboards so every user sees only their own data.
Relational database & CRUD
A scalable backend storing users, inputs, and app state with full Create, Read, Update, Delete support.
Core AI engine or automation
One primary workflow wired to an LLM endpoint or webhook pipeline that delivers the app's main value.
React/Tailwind frontend
A fast, mobile-responsive interface focused entirely on the core user journey and aha moment.
Rapid cloud deployment
Frontend, backend, and database deployed to production so you can invite real users within days.
Core features included
- Secure User Authentication — Standard email/password login paired with basic OAuth (e.g., Log in with Google).
- User Profiles & Dashboards — A private, gated dashboard for users to view generated data or manage settings.
- Relational Database Setup — Scalable backend (Supabase or Firebase) storing user data, inputs, and app state.
- CRUD Functionality — The core ability for users to Create, Read, Update, and Delete data entries.
- Rapid-Deployment Hosting — Seamless frontend-to-backend cloud hosting setup for immediate live testing.
- Core AI Engine Integration — Wiring up an LLM endpoint (OpenAI / Anthropic) to execute one primary workflow.
- Single-Flow Automation — Connecting the app to a webhook or n8n pipeline to process background tasks.
- React/Tailwind UI — A clean, functional, mobile-responsive interface focused on the core utility.
- Optimized Onboarding Flow — A straight-line journey from sign-up to the app's "aha" moment.
What we can build
An AI-powered generation tool (like a pitch deck builder or specialized writing assistant). Users log in, input parameters, and a custom LLM prompt generates structured, downloadable outputs on a clean dashboard.
A targeted utility app that fetches specific data. Users create an account, receive credits, and spend a fixed amount per action to pull profile or market data through an external API.
A highly targeted, gated portal for retail users to order specific digital services. Streamlined onboarding, secure login, and a simple dashboard to track active requests.
A gated database of premium assets (like exclusive SaaS discount codes). Users authenticate to unlock the library — you capture high-quality leads while providing immediate value.
Pricing & timeline
This covers the core MVP loop. Complex features like advanced subscription billing, multi-user roles, or complex API integrations require a custom scope.
FAQ
What counts as 'one core AI workflow'?+
Which AI models do you use?+
Do I need to bring my own API keys?+
Can I get subscription billing?+
What happens after the 2 weeks?+
Pairs well with
Get your first 100 real users on the MVP with a $500/mo test campaign and server-side tracking.
When the MVP validates, upgrade with mix-and-match modules — CMS, i18n, analytics, community.
Need a pre-launch waitlist before the MVP is ready? Ship one in 48h.
Ship Your MVP
Tell me the core loop and the AI workflow. I'll wire the database, auth, and deploy within 2 weeks.
Start MVP