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Report: Lower Performing Software Engineering Teams Benefit More from AI

sourceDevOps.com
calendar_todayMarch 10, 2026
schedule1 min read
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EXECUTIVE SUMMARY

AI Tools Propel Underperforming Software Teams to New Heights

Summary

An analysis of 2,000 organizations reveals that lower performing software engineering teams are experiencing significant improvements in delivery times due to the adoption of AI coding tools. This trend indicates a stark contrast in performance gains compared to higher performing teams.

Key Points

  • Research conducted by Plandek, a software engineering intelligence platform.
  • Lower performing teams see nearly a 50% improvement in lead time to delivery.
  • Higher performing teams experience only a four times lesser rate of improvement with AI tools.
  • The analysis encompasses 2,000 organizations worldwide.
  • The findings suggest that AI tools can level the playing field in software engineering.
  • Historical performance metrics are being transformed through AI adoption.

Analysis

The findings from Plandek highlight the transformative potential of AI in software engineering, particularly for teams that have struggled historically. By leveraging AI coding tools, these teams can significantly enhance their productivity and efficiency, which could lead to more competitive outcomes in the software development landscape.

Conclusion

IT professionals should consider integrating AI coding tools into their workflows, particularly for teams that have previously underperformed, to realize substantial improvements in delivery times and overall productivity.