From vibe coding to production
We build software, mobile apps, and websites — and we take the ones you started to production. The architecture, engineering, and QA that turn a working prototype into a product your customers can depend on.
Are you building your project with AI?
If you are working on your product with Claude Code, Codex, Base44, Lovable, or your own team, and you are trying to get it into production, we are the engineering team that takes the final phase of your project.
You keep what you built. We add the architecture, security, testing, and infrastructure that real users require, then ship it.
Have questions? Talk to usA prototype that demos well, with users asking when it will be ready.
Accounts and permissions, a real database, payments that reconcile, and deploys that do not break it.
Review the code, tell you what to keep, and ship the finished product with your name on it.
You build it. We take it to production.
You already own the idea, the design, and the prototype. We join at the point where a working prototype has to become a live product — and we hand it back so you can keep going.
Idea and design
Screens, flows, and the shape of the product.
Prototype
A clickable version that proves the idea works.
Build and iterate
Features and feedback, built with the AI tools above, until users are asking for it.
Cloud infrastructure
Servers, database, environments, backups, and monitoring set up properly.
Integration testing
Payments, CRM, ERP, and APIs verified end to end between systems.
QA and adjustments
Testing, security, permissions, and the fixes real usage requires.
Launch
Live, deployed, and watched, with someone accountable if it breaks.
The repository is yours
Documented and structured so you can keep shipping with the same AI tools your team already uses.
Built for teams with something at stake.
A prototype proves the idea. Production is what happens when customers, revenue, or your operation start depending on it. That is the part we own.
Founders with a working prototype
You built something with AI or a small team, users like it, and now it has to survive real usage.
Product and operations leaders
An internal tool your team now depends on every day has to become a properly supported system.
CTOs and technical teams
The product works but the architecture, infrastructure, or integrations cannot carry the next stage.
Four outcomes, every engagement.
A release date you can commit to
Scope, sequence, and a launch you can put in front of your board or your customers.
Software that holds under real usage
Permissions, error paths, data integrity, and monitoring, so you hear about failures before users do.
No rebuild six months from now
Architecture and documentation your team can extend instead of replace.
One team accountable end to end
Product, engineering, QA, and infrastructure in one place — and you talk to the engineers, not an account layer.
Six capabilities, one production outcome.
Software platforms, mobile apps, and websites. Whatever you built it with, we take it the rest of the way.
Product engineering
Websites, web apps, SaaS platforms, and internal tools that hold up with everyone on them.
AI engineering
AI features that behave predictably, cost what you budgeted, and keep working when the model is wrong.
Mobile
iOS and Android releases connected to your backend, submitted to the stores, with crash reporting on.
Cloud & DevOps
Infrastructure, deploys, backups, and monitoring, so the product runs without anyone babysitting it.
Integrations
Payments, CRM, ERP, and APIs wired with retries and reconciliation.
Modernization
Migrate, refactor, and upgrade without stopping the system your business already runs on.
Prototype to production in four weeks.
A fixed engagement that ends with your product deployed, monitored, and documented. It starts with a written assessment of what to keep, improve, rebuild, and add — you approve the plan before anyone writes code.
Assess and architect what production requires
Build and harden the core system
Integrations, QA, and edge cases
Deploy, monitor, document, hand over
Keep what is worth keeping. Rebuild what production requires.
Software we've built.
More than a decade of applications, platforms, real-time systems, and integrations.
AI changed the starting line. Engineering still gets you to production.
AI accelerates our engineering workflow. Experienced engineers stay responsible for the product. Part of Necodex, based in Phoenix, Arizona.
Send us what exists. We'll tell you what production takes.
You send the prototype, product, or a description. We come back with a written path to production: keep, improve, rebuild, add.
Get an Assessment →