We specialize in the final 20% of your vibe-coded app.

We’re the dev team that helps you ship your vibe-coded app.

You already built 80% of your app with LLM’s. That’s huge.

But now it’s time for the stuff that’s… less exciting, like security problems or things randomly breaking when you click twice.

We help with exactly that — the last mile.

If this sounds like you...

“The flows are messy, and something keeps breaking.”

"I don’t feel confident launching my app till an expert developer checks it."

“I need a dev to clean my AI-generated code! ”

You’re exactly who we help.

What we do

We specialize in polishing AI-generated apps — taking them from 80% to launch-ready.

Wrapping prototypes into real, usable solutions.

Cleaning up messy or unfinished code.

Adding missing features or flows.

Making things actually work for users.

Prepping for deployment, scale, and real-world edge cases.

Optimizing the app so it doesn't just work — it works fast.

Whether it’s...

A machine learning model that analyzes images
A chatbot trained on your business data
A Next.js front-end that needs production polish
Or a custom AI-powered tool…

We take you from “it kind of works” → to “it’s live”.

We are based in Latin America.

Meaning you get global quality, but local pricing.

We don’t just give advice — we write the code you're missing and deliver working products.

We know what it’s like to build something from scratch

We understand how vibe-coding works — so we know where it breaks.

You’ll work directly with the people doing the work

Real conversations with the actual devs helping you. It makes everything faster, clearer, and way less frustrating than dealing with the typical corporate world.

We care about the details

Our team includes expert developers with over 5 years of experience. No detail escapes them.

We’re here to help, not to take over

This is still your project. We just help you get it across the finish line — solid and ready. You stay in control; we bring the extra hands and expertise.

Projects taken to the finish line by Rio Data

Autonomy through real-time insights.

Empowering a Logistics Company with 4D Data Cube Mapping for Self-Sufficient Data Analytics

Our goal was to allow them gain real-time insights and make data-driven decisions without constantly relying on the IT team for support.

Smarter, faster product matching.

Product Matching with AI-Driven Image Comparison

We help our client to automate competitive product matching, boosting accuracy, efficiency, and gaining a strategic edge in e-commerce.

Higher sales and profitability.

Pricing Monitoring and Forecasting with AI-Enhanced Web Scraper

Our solution helps a major retail client boost sales, optimize pricing, increase profits, and manage product seasonality.

Our expert dev team is here to help you turn your AI-powered app into a solid product.

Step 1

Quick call – you show us what you built

We hop on a 30-min call. You walk us through the current state, what’s working, what’s sketchy, what’s keeping you from launching.

Step 2

We take a deep look

We review your product like both a dev and a user. We’ll spot bugs, security problems, and anything that could trip up real users.

Step 3

We clean things up

We patch what’s broken, polish what’s rough, and help fill in the gaps — frontend, backend, whatever needs love.

Step 4

Ready to launch!

You end up with an app that’s ready for real users. Clean, stable, and feels solid.