Case Study

From "Great Idea" to a Working App: Fixing an AI-Built Product That Couldn't Launch

Client

Business Sync App

Industry

B2B SaaS / Mobile

Services

API Fixes & Mobile Rescue

The Idea

The founder came to us with a problem almost every business owner understands instantly:
“Why do I have to update my business hours in 5 different places… every single time?”

Think about it. If a business changes hours, they need to update:

Google Maps Facebook Instagram Yelp TrueLocal

Miss one… and customers show up at the wrong time.

So the idea was simple: One mobile app to update everything, everywhere, in one go.

What They Built

Using AI tools, the founder moved fast. They had:

  • A working mobile app
  • Integrations started
  • Core flows roughly in place

On the surface, it looked ready. But under the hood… things were falling apart.

Where It Broke

Right before launch, reality hit.

  • Some platforms updated… others didn’t
  • Logins failed randomly
  • Sync would work one time, then silently fail the next
  • The app would crash in edge cases

The biggest issue? You couldn’t trust it. And for a product whose entire value is “reliability”… that’s a dealbreaker. That's when they came to Rescue Leap.

What We Did

Operational Recovery Protocol

PHASE_01

Reliable Integrations

We audited authentication issues, broken API connections, and inconsistent data formatting across Google, Yelp, and Social platforms.

Platform Retries Added
Error Handling Fixed
Audit Successful
PHASE_02

Real-Time Sync Layer

Replaced "Send and hope" with a robust transaction ledger. Every update is tracked, verified, and automatically retried upon failure.

STATUS: VERIFIED
LATENCY: -40%
PHASE_03

Mobile Stabilization

Eliminated crash points and state management failures mid-sync. Users now have a predictable, fluid update experience.

Stability Index 95% Recovered
PHASE_04

Production Pipeline

Finalized CI/CD, production environments, and successfully pushed the stable build to TestFlight for real-world validation.

SHIPPED TO PRODUCTION

The Result

What started as a "promising but fragile" MVP became:

  • A stable mobile app
  • Reliable cross-platform syncing
  • Working integrations across services
  • A product ready to be tested by real users

Most importantly: The founder could finally move forward instead of being stuck.

The Real Insight

AI makes it incredibly easy to build something that looks done. But products like this don't fail because of UI or features. They fail because:

  • APIs behave unpredictably
  • Systems don't retry
  • Data goes out of sync
  • Edge cases aren't handled

That's the gap. And that's exactly where Rescue Leap comes in.

If This Sounds Familiar...

If you've built something with AI tools and it works... but not consistently. You don't fully trust it yet and you're stuck before launch.

You're not alone. And you don't need to start over. You just need to make it production-ready.

Get Your Project Ready