Engine Start

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80% Complete is 100% Broken

Your AI App Isn't Broken.
It's Just Not Production-Ready.

We transform AI prototypes into production-ready products in 15 days.

PrototypeFragile · Insecure
1Day of 15
ProductionStable · Scalable

Rescue Sprint

Your Bridge Is Ready

Let's Ship It to Production

Book Free Consultation

The Problem

Vibe Coding Gets You 80%.
The Last 20% Kills the Project.

You built it. It works on your screen. The demo looks amazing.

But then you hit:

  • Authentication chaos
  • Payment failures
  • Role & permission conflicts
  • Deployment nightmares
  • Security vulnerabilities
  • Spaghetti backend logic

Prototype ≠ Product.

Most AI tools optimize for speed — not stability or production architecture.

Painful, right? We can help.

Talk to an Engineer

The Reality

Going Live Is The Most Dangerous Stage.

The idea isn't the hard part. Development isn't the hard part.

Transitioning to real users is.

Data must be protected
Payments must be reliable
Systems must scale
Downtime costs money
Security breaches destroy trust
AI tools don't build production layers by default.
Prototype
Architecture
Auth & Security
Database
CI/CD
Production
MGA – Production Rescue Sprint

15 Days.
Structured.
Layered.
Done right.

1

Audit & Refactor

We remove fragility and anti-patterns.

2

Production Layers

Auth, payments, and security installed.

3

Hardening & Deploy

Version 1 — Production ready.

Side by Side

The Difference Between Demo and Business.

Prototype

  • Looks finished
  • Feels complete
  • Breaks under real load
  • Security vulnerabilities
  • Unstable payments

Production

  • Stable
  • Secure
  • Scalable
  • Revenue-ready
  • Production architecture

Ready to make the switch?

Start Your Sprint

“Everything Looks Fine”

...until it doesn't

Warning Signs

Are You Stuck In Prototype Purgatory?

Built with Lovable, Bolt, Replit, or similar

Burned credits but can't go live

Payments are unstable

Scared of security issues

Want to scale without rebuilding

80% of AI apps never make it to production
15

The Sprint

15 Days.

Structured Sprint.

Day 1–3

Deep-dive Audit

Day 3–5

Architecture Plan

Day 5–10

Production Layers

Day 10–13

Security Hardening

Day 13–15

Launch Ready

From chaos to production in 15 days
Production Engineering

We Know Where Yours Will Break. We Fix It First.

Auth fails at scale

Session leaks & token chaos

DB won't survive

No indexing or pooling

Payment edge cases

Refunds & webhook gaps

Deploy catastrophe

No rollback strategy

Rescued every tool

Lovable, Bolt, Replit...

15 days. No excuses.

Precision engineering

Stop Shipping Prototypes.
Start Shipping Products.

Your AI app deserves to run in production — stable, secure, and scalable. We make it happen in 15 days.

No lock-in·Your stack·15 days delivery