A QE leader shows how data turns testers into user advocates and reveals a project's digital heartbeat.

Adrian O'Leary charts his journey from ERP consulting to leading large quality organizations at United Airlines, Cognizant, Comcast, and NIIT. He advocates a federated testing center of excellence/enablement with shared tools, frameworks, and metrics so resources stay fungible across agile teams. Using Lean/Six Sigma, he shows how data pinpoints where defects are injected versus found, quantifying cost-of-quality savings and enabling honest conversations with third parties. He introduces 'spherical shifting'—extending quality across the whole digital and customer lifecycle—and vivid metrics like a 'digital heartbeat' (EKG vs bell-curve defect charts) and 'watermelon' project status. He also touches on AI/ML, RPA, and self-healing, zero-touch automation.

**In this episode:**

**Guest:** Adrian O'Leary — Global Head of Quality Engineering Practice, NIIT Technologies  

> “Where I'm finding defects, I'm dead. My productivity is dead... So just gather the data and have a conversation. If you gather the right data, it's not going to lie.”

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