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Making AI Actually Work in Real-World QA
Innovate QA Conference 2026
Organized by
Innovate QADay 1
June 5, 2026 · TBD
Day 2
June 6, 2026 · TBD
Most teams approach AI in QA like a massive transformation initiative — but the real impact comes from consistent, practical wins. This session delivers a realistic, actionable playbook for integrating AI into existing test workflows, improving reliability, and scaling automation across large engineering teams.
Key Highlights
✓
Practical AI wins over big-bang transformation✓
Reducing manual effort with AI-assisted testing✓
Improving test reliability and reducing flakiness✓
Accelerating triage and smarter decision-making✓
Lessons from scaling automation at enterprise scaleSession Topics
Session Topics
- How to integrate AI into existing test workflows
- Practical AI use cases (not hype)
- Strategies to improve reliability and reduce flakiness
- Lessons from scaling automation across large engineering teams
- Smarter triage and decision-making with AI
Tags:#InnovateQA#AIinTesting#TestAutomation#QualityEngineering#ShiftLeft#Playwright#AI#SoftwareTesting#DevOps#EngineeringLeadership
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