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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The real-world impact of AI in security

AI is enabling us to produce code and automate processes faster than we’ve ever dreamed, but it’s also assisting bad actors and generating unique threats to software security.

53% of respondents' code is now AI-generated or AI-assisted

Over half of teams are already using AI for detection, but data privacy and integration concerns block progress

AI is improving outcomes and introducing new concerns in equal measure

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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: security teams are still trying to remediate vulnerabilities faster, keep up with evolving threats, and do more with fewer resources

Data breaches, cloud misconfigurations, and AI-related threats are top three priorities

Resource constraints, complex architecture, and DevOps integration are biggest challenges

Only half of security professionals are satisfied with their current processes

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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

Sembi VP of Product Management

Christian Beatty

Sembi VP of Marketing

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The Sembi Software Quality Pulse Report

The real-world impact of AI in security

Aligning quality and security

Teams, tools, and KPIs

Download the free report

The Pulse of Quality Summit 2026

Potencie sus DevSecOps con Kiuwan