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Unlock test intelligence with natural language: QMetry and Amazon Bedrock integration

AWS Partner Network Blog



This article describes how QMetry from SmartBear, powered by Amazon Bedrock, transforms test data into actionable insights using natural language AI.

  • QMetry uses Amazon Bedrock to convert natural language questions into SQL queries instantly
  • Teams can ask questions like "Which test areas have highest defect density?" without SQL knowledge
  • Eliminates manual reporting and complex query building in traditional test management
  • Fortune 500 financial services customer reduced report generation time from hours to seconds
  • Improved visibility into coverage, defect trends, and release readiness for leadership decisions
  • Accelerated release cadence with greater confidence in quality outcomes
  • Amazon Bedrock provides managed AI infrastructure with security and compliance alignment

QMetry transforms quality assurance from reactive data collection to proactive, AI-driven insights that accelerate software delivery while maintaining quality standards.



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