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DX AI impact analysis visualization showing productivity correlations and metrics
AI Impact Analysis

Measure AI code assistants and agents

Measure ROI, benchmark outcomes, and verify impact across your org.

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Powering the World's Top Companies

ROI Analysis

Measure time savings.

Track current and potential AI-driven time savings, benchmarked against the industry.

AI usage correlation dashboard showing relationships between AI adoption and productivity metrics
Group Comparisons

Correlate usage. Compare productivity between AI users and non-users across teams and over time.

Longitudinal AI impact trends dashboard analyzing before and after productivity comparisons

“The insights from DX enrich our understanding of how AI is impacting developer productivity, and where we can invest to improve AI tooling and adoption.”

Eirini Kalliamvakou
Staff Researcher
Longitudinal Reporting

See impact over time. View longitudinal trends on how AI is impacting velocity and quality, to ensure your rollout is on-track.

Tool-specific impact analysis interface isolating productivity effects by individual AI tools and user cohorts
AI Code Metrics

Track AI‑authored code. Track and analyze AI-generated code to understand the full impact of AI on your organization.

Cohort-based AI impact analysis dashboard comparing productivity outcomes across different user groups

DX Customers

The most innovative organizations run on DX