Track Claude Code adoption, impact, and ROI, directly in DX
Greyson Junggren
Co-founder, CRO
Today we’re announcing a new integration between DX and Claude Code, Anthropic’s AI coding assistant that enables developers to take on larger, more complex engineering tasks directly from their IDE.
Claude Code is quickly becoming one of the most powerful AI tools in the enterprise, with developers using it daily in VS Code and JetBrains to generate, refactor, and optimize code. Naturally, engineering leaders want to understand whether their teams are using the tool effectively and whether it’s delivering real results.
With this new integration, DX customers can now gain deep visibility into how Claude Code is being used across their organizations. From adoption metrics to ROI analysis, DX enables leaders to measure usage, track enablement efforts, and understand how Claude impacts developer productivity, software quality, and team velocity.
“While headlines promise transformational productivity gains, many organizations struggle to measure actual impact in their own environments,” said Abi Noda, CEO of DX. “Our integration with Claude Code ensures leaders have the data to optimize their Claude Code investments and demonstrate real business value.”
What you can do with the integration
Track and boost adoption across your organization
DX pulls usage data directly from Claude Code and maps it to your org hierarchy, team structure, and developer attributes such as tenure, role, and job level. This makes it easy to identify which teams and cohorts are embracing AI and where there are gaps in awareness, adoption, or support.
Measure the impact and ROI of Claude Code
With the integration, DX customers can correlate Claude usage with key SDLC and productivity metrics across speed, effectiveness, quality, and security. For example, compare AI users to non-users on time spent building new features versus maintenance, or analyze PR revert rate as a signal of AI’s impact on quality. DX also tracks AI-driven time savings, making it easier to quantify the ROI of Claude at both the team and organizational levels.
Drive targeted, data-driven enablement
Structured enablement is critical for realizing the full value of AI tools. Because DX already tracks usage and impact, it can provide before-and-after views to assess rollout and training effectiveness. Drill down by team, role, or any other attribute to understand where enablement is working and where to focus next.
See exactly how teams are using Claude
DX goes beyond surface-level usage data to show what developers are using Claude for: code generation, debugging, refactoring, or documentation. These insights reveal which use cases drive the greatest time savings and where organizations should tailor support to maximize impact.
“The rise of AI is fundamentally reshaping how engineering organizations operate,” said Laura Tacho, CTO of DX. “Companies are no longer limited by headcount, but by how effectively they can augment their teams with AI. Our integration with Claude Code provides the metrics needed to navigate this transformation successfully.”
Get started
The Claude Code integration is available today for all DX customers with Data Cloud. To learn more, reach out to your DX account manager or request a demo.