Scaling Quality Engineering: How to Deliver Faster Across Global Teams with Sunita McCoy
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In this episode of the Test Guild Automation Podcast, host Joe dives into the challenges and realities of scaling quality engineering across global teams, featuring expert Sunita McCoy, a global engineering leader with deep experience in platform quality, SRE, and AI adoption at Fortune 100 companies. Sunita shares candid insights on why most quality transformation initiatives fail—primarily due to lack of top-down sponsorship, cultural resistance, and insufficient time for upskilling—emphasizing that transformation must be driven by psychological safety, grassroots momentum, and leadership trust. She advocates for a human-in-the-loop approach to AI, where tools augment rather than replace human judgment, and stresses the importance of aligning AI adoption with business context, team capabilities, and generational diversity. Sunita also challenges common myths, such as AI replacing testers or automation being a silver bullet, arguing instead for practical, phased adoption with real-world constraints in mind. Her advice centers on embracing change, fostering collaboration, and measuring success through customer-impacting metrics like production stability.
Top-down sponsorship and cultural readiness are essential for successful quality transformations—without them, even the best tools fail.
AI should be seen as a peer reviewer and efficiency accelerator, not a replacement for human judgment, empathy, and domain expertise.
Start quality transformations with practical, AI-native testing strategies and strategic partnerships to reduce risk and accelerate learning.
Production stability is the most important metric for quality leaders—it directly reflects customer impact and business value.
Avoid the trap of expecting 100% automation coverage; focus instead on meaningful test effectiveness, environment constraints, and realistic delivery timelines.
…and 2 more takeaways available in PodZeus
The Quest for Quality at Scale
Joe sets the stage with a poetic intro to the Test Guild Automation Podcast, framing the episode around the central question: why do so many quality and automation transformations fail at scale?
Sunita McCoy: From Developer to Transformation Leader
Sunita shares her journey from software engineering and TIBCO integration platforms to becoming a global leader in quality and SRE, highlighting her early career as a consultant and her natural inclination toward leadership.
Leadership in the Age of AI
Sunita discusses how leaders must personally engage with AI—using tools like Copilot and WordPrompt—to build credibility and guide teams through the learning curve, emphasizing hands-on experience over theory.
Building Psychological Safety and Capacity
“We're creating the space for them to truly learn and grow. And as we champion that strategy and allow the grassroots momentum to take place...”
AI as a Peer Reviewer, Not a Replacement
“I see AI platforms being more of a peer reviewer where I have a higher level of confidence about the tests that I'm delivering...”
“You have to have top-down sponsorship and alignment. Without the sponsorship and alignment, most transformations are going to fail.”
“I see AI platforms being more of a peer reviewer where I have a higher level of confidence about the tests that I'm delivering...”
“Embrace change and have the courage to continuously learn and grow. Very important. I think that'll keep you at par with the time.”
Host
Guest
AI
other
Sunita McCoy
person
Joe
person
Test Guild Automation Podcast
media
Foot Locker
organization
Copilot
product
mainframe
other
WordPrompt
product
TIBCO
organization
Fortune 100
organization
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