Case Study: How We Helped a Fintech App Reduce Bug Reports by 80%

In the fast-moving world of fintech, user trust is everything. One security glitch or a broken payment flow can mean not just lost customers, but lost credibility.

So when a growing fintech startup came to us overwhelmed by bug reports and negative reviews, we knew exactly what to do. Within weeks, we helped them cut user-reported bugs by over 80% — and dramatically improve their app rating.

Here’s how we did it — and how we can help you do the same. 👇

 

🏦 The Client: A Rapidly Growing Fintech App

The client is a mobile-first startup offering digital wallets, peer-to-peer payments, and bill splitting. With an expanding user base, their team was under pressure to deliver fast — but the bugs were piling up.

Key Issues They Faced:

  • 200+ monthly bug reports

  • App crashes during peak hours

  • Compatibility issues on Android mid-range devices

  • Delayed release cycles due to poor QA process

  • 3.2 App Store rating driven by negative feedback

They needed a QA partner who could stabilize the product without slowing down growth.

 

🧪 Our Approach: A Custom QA Overhaul

We started with a full QA audit to understand their current pain points, then built a tailored strategy covering the full testing lifecycle.

🛠 Step 1: QA Strategy & Test Coverage Expansion

  • Created a QA roadmap aligned with product release goals

  • Expanded test coverage across iOS and Android (12+ real devices)

  • Identified critical user journeys prone to failure

  • Introduced functional, regression, and performance testing

⚙️ Step 2: Automation Framework Rollout

  • Deployed Appium-based test automation for high-volume flows (sign-up, payments, transactions)

  • Integrated automated tests with their CI/CD pipeline (GitHub Actions)

  • Set up nightly test runs to catch issues before daily standups

🧠 Step 3: Bug Prioritization & Fast Feedback Loops

  • Streamlined bug triage using Jira + TestRail

  • Defined a severity-based bug escalation model

  • Integrated testing insights into agile sprints with real-time dev collaboration

📱 Step 4: Real Device Lab Testing

  • Simulated real-world network conditions (3G, 4G, offline)

  • Performed compatibility testing on 20+ Android and iOS versions

  • Included biometric login, camera-based KYC, and payment gateway validation

 

Fintech App testing services

 

 

📊 The Results: From Friction to Flow

Within 6 weeks of launching the new QA process, the difference was dramatic.

Metric Before After (6 Weeks)
Monthly Bug Reports 230+ ↓ 45
App Crash Rate 3.9% ↓ 0.8%
Average Release Time 18 days ↓ 9 days
App Store Rating 3.2 ↑ 4.5

Bug reports dropped by over 80%
User trust and retention improved significantly
Team released faster, with fewer rollbacks

 

🎯 Why It Worked

  • Focused on critical user journeys that impacted trust

  • Balanced manual and automated testing for speed & accuracy

  • Embedded QA into the development cycle, not afterthoughts

Simulated real-world use — not just lab conditions.

 

🧑‍💻 Could Your App Use the Same Transformation?

Whether you’re building the next fintech unicorn or already have thousands of users — we help teams reduce bugs, build trust, and scale without stress.

📩 Let’s talk QA. Contact us now for a free mobile QA audit.

 

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