Service / MVP
Launch with AI already inside.
Most agencies build your product, then charge again to add AI later. We architect AI into the foundation from day one — fixed price, open-source stack, 4 to 8 weeks from validated idea to working product. You own the code, the data, and the infrastructure.
— NEXT.JS · PYTHON · POSTGRES · LLM
What it looks like running.
Not a dashboard login we control —
an instance you own.
MVP Development — on self-hosted n8n — the kind of build that ships in week one.
4–8 WKS
FROM IDEA TO LAUNCH
FIXED
PRICE — NO SURPRISE INVOICES
100%
OWNERSHIP: CODE, DATA, INFRA
What you get
What's in the build
One-time fee. Documented. Owned by you.
Web Applications
01Full-stack apps on Next.js, React, and Python — authentication, databases, APIs, dashboards. Production-ready, not demo-ready.
AI-Powered Tools
02LLMs, document processing, natural-language search, and intelligent automation as core features — not bolt-on afterthoughts.
SaaS Platforms
03Multi-tenant applications with user management, billing, role-based access, and data architecture that survives past your first 100 users.
Internal Operations Tools
04Payroll processors, intake systems, KPI dashboards, document automation — the tools your team runs every day, built to fit.
Agents & Automation Systems
05Voice agents, email agents, and workflow engines that run 24/7 without human intervention — shipped as products, not prototypes.
Use cases
Where it earns its keep
Founder MVPs
01From validated idea to a product you can demo, sell, and raise on — in 4 to 8 weeks, at a price fixed before we start.
AI-Native Products
02Products where the AI is the value proposition — document intelligence, conversational interfaces, automated analysis.
Internal Tool Replacement
03The spreadsheet-and-email process that runs your business, rebuilt as a proper application your team actually uses.
Agency Rescue
04A prototype that breaks at 100 users or a platform you can't leave — rebuilt on an open-source stack you own.
Five phases. Thirty days to live.
Our process →01
Discover
Ops audit, process maps, ROI ranking.
02
Design
Architecture and tool picks — approved first.
03
Build
Constructed and tested against every edge case.
04
Launch
Deployment, training, real adoption.
05
Optimize
Monitoring, monthly reports, new wins.
Questions
MVP Development — FAQ
What does "fixed price" mean in practice?
After a free 30-minute discovery call, we deliver a scope of work with the tech stack, the features, the price, and the ship date. That number does not move unless you change the scope. No "you can have the code for an extra $10K" surprises.
Why build AI in from day one?
Because retrofitting is expensive. Data models, API layers, and processing pipelines architected for AI from the start mean your AI features work natively instead of feeling duct-taped on — and you skip the second invoice other agencies plan for.
What do we actually own at the end?
Everything. Code in your GitHub repo from day one, data in your database, infrastructure in your cloud account, plus documentation and a walkthrough. We disappear from the equation unless you want us to stay.
How do you ship in 4 to 8 weeks?
Focused 1–2 week sprints with working software demoed weekly — not slide decks. A proven open-source stack (Next.js, Python, PostgreSQL) means we build your product, not your boilerplate.
Will it scale past the MVP stage?
That is the design constraint. Production-grade architecture, real authentication, proper data models, and deployment pipelines — an MVP that becomes version one, not a throwaway prototype.
Keep exploring
Related services
Prove the math
Where we go from here
Start with a call.
Thirty minutes, no pitch deck. We map your operations, find the friction, and show you where automation actually earns its keep. If there's no fit, we'll say so.
No subscription.
No lock-in.
No surprise invoices.