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The Sembi Software Quality Pulse Report

This groundbreaking report compiles insights from nearly 4,000 software quality and security professionals to bring you the most honest, illuminating, and action-driven snapshot of the state of the industry yet. 

Learn how teams just like yours are balancing demands for faster releases, higher quality, and more integrated processes in this AI-accelerated era.

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Empowering software teams around the world with more than 25,000+ customers

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The real-world impact of AI in software quality

AI is enabling us to produce code and automate processes faster than we’ve ever dreamed, but it’s also challenging our resources and enabling bad actors.
53% of respondents' code is now AI-generated or AI-assisted
61% of QA teams report significant increases in demand from AI-generated code
Over half of teams are already using AI for detection, but data privacy and integration concerns block progress
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Aligning quality and security

Releasing software faster while also reducing risk feels like an impossible balance, but it isn’t. The secret lies in aligning quality and security and building integrated quality operations.
32% of teams have low confidence in scaling QA and security together
Siloed teams, conflicting priorities, and late security involvement are holding teams back
Despite challenges, over 90% of teams see value in aligning quality and security
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Teams, tools, and KPIs

While much has changed, some things stay the same: teams are still trying to keep up with evolving threats, do more with fewer resources, and figure out how to measure what matters.
57% of tests are currently automated, with many teams stuck in the ‘middle zone’ of automation maturity
Teams are both prioritizing and struggling with coverage, automation, and scaling delivery
Data breaches, cloud misconfigurations, and AI-related threats are top priorities
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Free Webinar and Live Q&A

The Pulse of Quality Summit 2026

Go Beyond the Report. Join the Live Webinar.

Join industry pros on June 2 at 11 AM EDT / 5 PM CEST for a live discussion on the most important findings from the Software Quality Pulse Report. Get expert insight into the trends shaping QA and security and what they mean for the future of software quality.

Judy Bossi

Judy Bossi

Sembi VP of Product Management
Christian Beatty

Christian Beatty

Sembi VP of Marketing
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