Measure the complete developer experience and execute data-driven improvements
Operationalize AI across every phase of the software development lifecycle
Plan and deliver cross-team initiatives with next-level capacity and risk insights
Data infrastructure built for complex, global teams
Connect to any tool—cloud, on-prem, or custom-built
Trustworthy insights—no cleanup needed
Tailor metrics and workflows to your goals and needs
Engineering-focused AI for insights and action
One source of truth for teams, systems, and ownership
Drive strategic impact
Build frictionless systems
Deliver as planned
Accelerate AI integration
Align with business outcomes
Optimize SDLC workflows
Unify surveys and metrics
Improve speed and quality
Keep critical work on track
Automate finance-ready reports
Increase adoption and ROI
Prove ROI from Azure tech
Key findings from the AI Productivity Paradox Report 2025. Research reveals AI coding assistants increase developer output, but not company productivity. Uncover strategies and enablers for a measurable return on investment.
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