Conf42 Machine Learning 2025 - Online

- premiere 5PM GMT

Rethinking Test Automation: A Modern Approach to Managing Complexity and Enhancing ROI

Abstract

The complexity of modern test automation has escalated, leading to: - Maintenance challenges - Resource drain - Diminished returns on investment (ROI) This session introduces a transformative framework designed to address these issues by integrating a modular, data-driven, and Excel-based test automation model.

The Utility Model: A New Approach to Test Automation

The proposed utility model utilizes a lightweight, keyword-driven design that: - Streamlines test case creation - Reduces script complexity - Enhances reusability

Key Results from the Utility Model:

  • 35% reduction in execution time - 50% less maintenance effort within the first six months

Industry Struggles and Challenges

Recent data highlights significant struggles within the industry: - Only 62% of automated tests pass on their first run - 45% of organizations face tool selection issues - Enterprises spend $100,000 to $300,000 annually on automation infrastructure, yet many report low ROI The utility model addresses these challenges by improving: - Modularity - Optimized code coverage - Seamless integration with CI/CD pipelines

Benefits of the Utility Model:

  • 60% faster debugging cycles - 45% better test script maintainability - 70% reduction in environment-related failures

Overcoming the “White Elephant” Syndrome

In many enterprises, automation initiatives suffer from the “White Elephant” syndrome, where resources are consumed without delivering proportional benefits. The utility model directly counters this by: - Reducing resource consumption by 43% - Enhancing test reliability by 50% - Ensuring 80% better alignment between testing efforts and business goals

Improved Outcomes:

  • 40% improvement in defect detection rates - 55% faster feedback loops in CI/CD pipelines

Practical Insights for Sustainable Test Automation

This session will provide practical strategies for adopting and scaling a sustainable test automation strategy. Attendees will learn how to: - Reduce costs - Improve testing efficiency - Boost quality and ROI Join us to discover how this innovative approach can drive better results in your test automation efforts.

...

Sujeeth Manchikanti

Test Architect @ Capgemini

Sujeeth Manchikanti's LinkedIn account



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