Agentic Test Automation for QA Acceleration Using GenAI

Executive Summary

A global technology client partnered with Factspan to enhance its QA velocity by reducing manual test case authoring and execution delays. The goal was to streamline test coverage using natural language prompts while embedding the framework into their existing CI/CD ecosystem.

Factspan implemented a GenAI-powered test automation accelerator using Amazon Bedrock and Playwright MCP, enabling auto-generation and execution of test scripts from plain-text inputs. The solution brought together natural language interfaces, browser-based validations, and real-time dashboards, resulting in faster regression cycles, better collaboration, and improved QA efficiency.

Business Impact:

• 70% reduction in manual test case authoring effort
• 60% faster regression cycles with parallel test execution
• 80% test coverage achieved across critical workflows in 12 weeks
• Seamless CI/CD integration with prompt-to-pipeline automation
• Enhanced collaboration via role-based UI and prompt libraries