How Quinnox AI Improved Fraud Detection with 90%+ Accuracy
Find out how Quinnox leveraged AI-driven fraud detection to identify suspicious transactions with over 90% accuracy—enhancing security, reducing risk, and improving compliance.
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A major bottling company in the United States operates a complex application ecosystem supporting distribution, supply chain operations, and customer engagement. The organization manages multiple business-critical systems that power day-to-day operations across logistics, sales, and service management. However, the quality assurance process was heavily dependent on manual testing across multiple applications, creating significant inefficiencies in the release cycle.
As the application landscape continued to expand, the organization needed a more scalable and intelligent testing approach that could improve testing speed, expand coverage, and support faster business deployments.
The existing testing approach created several operational bottlenecks that slowed innovation and increased risk during releases.
Together, these challenges highlighted the need for a modern, scalable, and automation-driven testing framework capable of supporting a growing application ecosystem.
To address these challenges, Quinnox implemented Application Testing as Software (ATaS) – a scalable automation framework powered by our Agentic AI-driven test automation platform, designed to transform testing from a manual activity into a continuous, intelligent capability. The solution automated testing across 35+ enterprise applications, executing more than 650 automated test scripts covering functional, regression, smoke, disaster recovery, and end-to-end scenarios.
The framework introduced cross-platform testing capabilities that significantly improved execution speed:
To accelerate test development and improve coverage, Quinnox leveraged multiple AI agents:
The framework also introduced modular reusable test components, enabling faster test development for new applications while reducing scripting effort.
Additionally, Quinnox implemented Evidence-as-a-Service, which automatically generates logs, screenshots, reports, and videos to support audit compliance and testing transparency. This transformed testing into a software-driven capability that could run anytime, anywhere, and at scale.
The implementation of ATAS transformed the organization’s testing performance across speed, coverage, and reliability.
| Metric | Before Automation | After ATaS Automation | Improvement |
|---|---|---|---|
| Test Execution Speed | Days | Hours | >80% faster |
| DR Testing Time | 50+ Hours | ~10 Hours | 80% reduction |
| Test Coverage | Limited | 650+scripts | End-to-End |
| Manual Errors | Frequent | Near-zero | High Accuracy |
| Evidence Storage | Manual | Auto-Generated | 100% Automated |
The ATAS implementation delivered measurable improvements across Service Level Agreements (SLA), Business Level Agreements (BLA), and Experience Level Agreements (XLA).
Service Level Agreements (SLA) Benefits
These improvements directly enhanced the efficiency and reliability of testing operations.
Business Level Agreements (BLA) Benefits
These benefits supported broader business goals related to agility, scalability, and value realization.
Experience Level Agreements (XLA) Benefits
These improvements enhanced the experience for business teams, developers, and QA stakeholders.
Find out how Quinnox leveraged AI-driven fraud detection to identify suspicious transactions with over 90% accuracy—enhancing security, reducing risk, and improving compliance.
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