Case Studies

Real Results, Real Startups

Anonymized case studies from our most impactful QA engagements. Numbers don't lie.

Test AutomationFintech SaaS8 weeks

How We Reduced Regression Testing Time by 82% for a Payments Platform

!The Challenge

A fast-growing payments startup had a legacy manual regression suite that took 8+ hours to run before each release. Releases were being delayed weekly, and the engineering team was burning out on repetitive test execution.

Our Solution

We rebuilt the entire regression suite using Playwright with a Page Object Model architecture. We implemented AI-powered test generation to cover edge cases automatically, and set up parallel execution on GitHub Actions CI/CD pipeline.

Results Delivered

82%
Reduction in test execution time (8 hrs → 1.5 hrs)
3x
Increase in weekly release cadence
0
Production regressions in 6 months post-implementation
95%
Automated test coverage on critical payment flows
Tools used:PlaywrightGitHub ActionsAI Test GenerationGrafana
Mobile TestingHealthtech Mobile6 weeks

Automating Mobile Testing Across 50+ Device Configurations for a Telehealth App

!The Challenge

A telehealth startup was manually testing their iOS and Android app on 3 physical devices. Critical bugs were reaching users on specific device/OS combinations, leading to poor reviews and patient safety concerns.

Our Solution

We designed and implemented an Appium-based automation framework integrated with a cloud device farm. AI-driven test prioritization ensured the most critical flows were always tested first, optimizing test time.

Results Delivered

50+
Device/OS combinations now in the test matrix
5 days
Release cycle (down from 3 weeks)
95%
Automated regression coverage on core flows
4.7★
App Store rating improvement (from 3.8★)
Tools used:AppiumBrowserStackAWS Device FarmDetoxCircleCI
Performance TestingEdtech Platform4 weeks

Surviving 10,000 Concurrent Users: A Performance Transformation for a Learning Platform

!The Challenge

An edtech startup preparing for a major product launch discovered their platform buckled under simulated peak load. P99 API response times were exceeding 12 seconds, and the database was becoming a bottleneck.

Our Solution

We conducted a full load testing engagement using k6 and identified 4 critical bottlenecks: N+1 database queries, missing Redis caching, unoptimized media CDN delivery, and a misconfigured connection pool.

Results Delivered

74%
Reduction in P99 API latency (12s → 3.1s)
3x
More users handled at peak load (10K → 30K concurrent)
0
Downtime incidents since launch
₹18L
Infrastructure cost saved by right-sizing servers
Tools used:k6GrafanaDataDogRedisJMeter
Security TestingB2B SaaS3 weeks

OWASP Security Audit Uncovers 3 Critical Vulnerabilities Before SOC2 Audit

!The Challenge

A B2B SaaS company was preparing for their SOC2 Type II audit. An initial scan by their DevOps team flagged potential security issues, and they needed a comprehensive penetration test before the formal audit.

Our Solution

We performed a full OWASP Top 10 penetration test covering their web application, REST APIs, and authentication system. We discovered 3 critical vulnerabilities including an IDOR vulnerability and SQL injection exposure in a legacy endpoint.

Results Delivered

3
Critical vulnerabilities found and remediated before SOC2
11
High/Medium findings documented with remediation roadmap
100%
SOC2 Type II audit passed on first attempt
<30 days
Full remediation completed with our guidance
Tools used:Burp SuiteOWASP ZAPMetasploitNmapSQLMap
QA StrategyE-commerce12 weeks

Building a QA Culture from Zero for a D2C E-Commerce Startup

!The Challenge

A D2C startup growing rapidly had zero QA processes. Bugs were caught only in production, customer complaints were rising, and engineers were spending 40% of their time on hotfixes instead of building features.

Our Solution

We performed a QA maturity assessment, designed a phased testing strategy, implemented a lightweight test automation framework, and trained the internal team on QA best practices over a 12-week engagement.

Results Delivered

40%
Less engineer time spent on production hotfixes
85%
Reduction in customer-reported bugs
2 weeks
Average time to implement new feature tests
8/10
QA maturity score (up from 2/10 at start)
Tools used:CypressTestRailGitHub ActionsJiraNotion

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