Beyond Numbers, Metrics that matter in AI Age | Brijesh Deb | Testflix 2025 | #testingcommunity
AI has transformed how software is built and tested, yet many teams still rely on traditional metrics like pass rates, coverage, and defect counts. While these numbers look good on dashboards, they often fail to answer the most important question in the AI era. Can we actually trust what the system is doing?
This session, *Beyond Numbers: Metrics That Matter in the AI Age*, explores how testing metrics must evolve for AI-driven systems. It introduces three essential metric categories. Explainability, robustness, and trust. Attendees will gain a practical perspective on moving beyond counting tests toward measuring confidence, reliability, and real-world behavior, helping teams make smarter decisions about AI quality and risk.
#AutomationTesting #TestAutomation #ITindustry #TheTestTribe #Leadership
This video is of one of the sessions presented at #Testflix - World’s Leading Virtual Software Testing Conference.
About the Speaker:
Brijesh Deb is a seasoned quality engineering leader with over 25 years of experience in software testing, AI, and Agile transformation. Recognized as an Agile Transformation Agent, he drives cultural change that extends far beyond frameworks, enabling organizations to rethink how they collaborate, innovate, and deliver. A hands-on tester and systems thinker, he combines technical depth with business clarity to shape strategies that balance speed, quality, and customer value.
Brijesh is known for his unapologetically honest commentary on testing, AI, and leadership, challenging conventional thinking and pushing the industry toward more ethical, context-driven practices. He brings a decisive voice to the global stage, highlighting AI’s potential while cautioning against its blind adoption, and empowering teams to see quality not as a checklist but as a lens for risk, trust, and long-term impact. Based in the Netherlands, he continues to mentor leaders and teams worldwide to cut through noise, embrace context, and lead with purpose.
Connect with Brisjesh on LinkedIn - https://www.linkedin.com/in/debbrijesh
Testflix 2025 Proud Sponsors:
Premier Sponsor – BrowserStack: https://www.browserstack.com/
Platinum Sponsor – AutoTester.ai: https://autotester.ai/
Platinum Sponsor – UiPath: https://www.uipath.com/
Gold Sponsor – ACCELQ: https://www.accelq.com/
Gold Sponsor – Sahi Pro: https://www.sahipro.com/
Silver Sponsor – Beeceptor: https://beeceptor.com/
Bronze Sponsor – Baseline11: https://baseline11.com/
Learn from industry experts with Thrive EdSchool courses, grow your network with software testers at The Test Tribe events, and join Asia's largest testing community on Discord.
Upskill yourself with Thrive EdSchool courses: https://bit.ly/thrivettt
Grow your network with software testers with the events at The Test Tribe: https://bit.ly/tttevents
Become a member of Asia's largest testing community: https://bit.ly/3FONxJP
About The Test Tribe:
The Test Tribe is the World’s Largest Software Testing Community turned EdTech Startup. Founded in 2018, our mission is to give the Testing Craft the glory it deserves while empowering testers globally through courses, memberships, cohorts, meetups, hackathons, and global conferences. With 800+ events and 165K+ members across 152+ countries, we’re helping testers collaborate, learn, and grow together.