GenAI License-Based Usage Impact on Software Development Productivity | Report

This report explores how license-based adoption of generative AI is changing software development productivity at scale. Using enterprise data, it reveals where teams gain speed, and where hidden quality risks can emerge.

Many organizations are accelerating AI adoption without fully understanding the long-term impact. These insights help leaders capture real productivity gains while protecting code quality and sustainability.

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