Accelerate

Building and Scaling High Performing Technology Organizations

Nicole Forsgren, Jez Humble, Gene Kim

17 min read
46s intro

Brief summary

Accelerate presents research showing that software delivery performance is a key predictor of organizational success. Instead of a tradeoff between speed and stability, high-performing teams master both by focusing on twenty-four specific capabilities.

Who it's for

This book is for technology leaders, managers, and software developers seeking a research-backed framework for improving team performance and business outcomes.

Accelerate

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How Software Delivery Capabilities Drive Performance

Organizations are shifting from large, slow projects to small teams working in rapid cycles, using customer feedback to create value quickly. In sectors like banking, retail, and government, technology has become the primary way to stand out. Research shows that strategic technology use drives growth more effectively than traditional business moves like mergers. This transformation is rooted in the DevOps movement, which focuses on building secure, evolving systems at scale.

Despite these benefits, many organizations struggle to gauge their progress, with a significant gap often existing between executive perceptions of digital transformation and the reality for those doing the work. Leaders frequently overestimate their progress, and closing this gap requires a better way to measure success—one that moves beyond simple checklists to a deeper understanding of what drives results. A common mistake is using maturity models, which suggest a company can reach a final, finished state and often prescribe a one-size-fits-all path. In contrast, a capability-based approach recognizes that improvement is a continuous journey. It allows teams to focus on specific skills that provide the most benefit for their situation, tying measurements to business outcomes.

Research conducted by Nicole Forsgren identified twenty-four specific capabilities that predict high performance. Interestingly, factors like the age of technology or the specific team performing a deployment do not determine success. Instead, high-performing organizations achieve remarkable results by focusing on these core capabilities. Compared to low performers, they deploy code 46 times more frequently and recover from downtime 170 times faster. They do not sacrifice stability for speed; by building quality into their processes, they achieve both faster delivery and more reliable systems.

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About the author

Nicole Forsgren

Nicole Forsgren is an expert on DevOps and developer productivity who is best known for her work on measuring technology processes and as the lead investigator on the largest DevOps studies to date. She is a Partner at Microsoft Research, leading research and strategy for developer productivity, and was the co-founder and CEO of DevOps Research and Assessment (DORA), which was acquired by Google. Forsgren holds a PhD in Management Information Systems and has a diverse background as a professor, software engineer, and performance engineer.

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