// rescue & rebuild · ai · data engineering

Your AI-built MVP found traction.
Now it needs to survive it.

We turn vibe-coded prototypes into production systems — real architecture, real data infrastructure, real AI. Senior engineers from Valencia & Kyiv who've been shipping since before the hype.

Get a free code & architecture review See our work
$ no_sales_pitch --just_engineers

Sound familiar?

The symptoms show up right after product-market fit.
Your app works… until more than 50 people use it at once.
Nobody — including the AI that wrote it — knows how the codebase actually works.
Investors ask about scalability, security and your data. You change the subject.
Every new feature breaks two old ones.

You don't need to rebuild from zero. You need engineers who can read the chaos and turn it into a system.

How rescue works

Your product keeps running the whole time. No "6 months offline" rewrites.
01 / audit

Audit — 1–2 weeks

We review code, architecture and data flows. You get an honest report: what's solid, what's fragile, what's dangerous.

02 / stabilize

Stabilize

Critical risks first — security, data integrity, the things that break at scale. Quick wins, visible in weeks.

03 / scale

Rebuild & scale

Incremental re-architecture while users keep using the product. A system your own team can maintain.

What we do

Four services, one standard: measurable outcomes, senior engineers only.

Rescue & Rebuild

From AI-generated prototype to production system. Audit, risk map, stabilization sprint, incremental re-architecture — while your product stays live.

AI & Data Science

Models that hit measurable KPIs, not demos. Our audit AI for a betting company reached 90%+ accuracy with only 20% data coverage per case.

Data Engineering & BI

Warehouses, ETL pipelines, Tableau dashboards, real-time monitoring. We unified 38 data sources into one analytical core with automated P&L.

Full-Cycle Development

Go + PostgreSQL backends, web, native iOS/Android, DevOps. We built a complete restaurant CRM ecosystem from zero to MVP with 5 partners.
90%+
AI decision accuracy
(target was 85%)
5 FTE
freed from manual work
with one AI system
38 → 1
data sources unified,
300+ dashboards
8+ yrs
shipping production
systems

Case studies

Real projects, real numbers. Some names under NDA — the metrics aren't.
AI · iGaming

Audit AI for an online betting company

Built AI that works on "unparsable" data. 90%+ match with human expert decisions, 5 analysts freed from manual verification.

read case →
Data · NDA holding

Full analytical ecosystem for a US holding

A decade of data chaos → one warehouse. 38 sources, 300+ Tableau dashboards, LTV & churn models, automated P&L.

read case →
Product · Restaurant tech

Justy — restaurant CRM ecosystem

What building it right from day one looks like: backend, web, native apps, chatbot. MVP launched, 5 partners onboarded.

read case →

Book a 30-min call. We'll tell you honestly if your code is worth saving.

Most of the time it is.

Book a free review call