DX expands GitHub Copilot integration to measure impact of Agentic AI
Greyson Junggren
Co-founder, CRO
Engineering teams continue to adopt GitHub Copilot, and early adopters are pushing further into newly released agentic features—from drafting code to autonomously authoring pull requests. As these features evolve, engineering leaders face a critical question: How is Copilot actually impacting throughput, quality, and the developer experience
That’s why we’re excited to announce an upgrade to DX’s widely adopted GitHub Copilot integration. Teams already rely on DX to measure Copilot’s ROI, and with this release, the integration now provides agent-level insights as well. The enhanced integration combines Copilot usage data, DX survey results, and signals from source control, project management, and observability tools—giving leaders one place to see how both classic and agentic Copilot features influence delivery speed, quality, and developer experience.
“Most teams have a hunch Copilot is helping—but they lack the data to prove it,” said Abi Noda, CEO of DX. “With our enhanced integration, leaders can finally measure exactly how Copilot, including its agentic workflows, is driving impact—and where to optimize.”
What you can do with the integration
This integration brings Copilot usage data, including agentic features, into the DX platform, enabling comprehensive visibility into how AI tools are used and what impact they have.
Track and boost adoption across your organization
DX pulls usage data directly from Copilot 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 Copilot
With this integration, you can correlate Copilot usage with key SDLC and productivity metrics across speed, effectiveness, quality, and security. For example, compare AI users to non-users on time spent in feature development versus maintenance, or track PR Revert Rate as a quality signal. DX also calculates AI-driven time savings, making it easier to quantify Copilot’s ROI at both the team and organizational levels.
Drive targeted, data-driven enablement
Because DX already tracks AI usage and impact, you can measure the before-and-after effects of rollouts and training. Drill down by team, role, or cohort to understand where enablement is succeeding and where to focus next.
See exactly how teams use Copilot
Go beyond just adoption metrics like the number of licenses and acceptance rate. This integration enables leaders to understand what developers are using Copilot for—whether that be for code generation, refactoring, debugging, or documentation—and which use cases drive the greatest time savings. That way, organizations can tailor support and coaching to help teams use Copilot in the most effective ways possible.
“The rise of AI is fundamentally reshaping how engineering organizations operate,” said Laura Tacho, CTO of DX. “Companies are no longer limited by how many engineers they can hire, but by how effectively they can augment teams with AI. Our integration with Amazon Q Developer provides the metrics needed to navigate this transformation successfully.”
Looking ahead: Deeper agentic insights and cost analysis
We’re continuing to expand the value of the DX + Copilot integration. Upcoming enhancements will provide deeper visibility into agent performance, cost per unit of value delivered, and benchmarks across tools and teams. We’re also partnering with customers to map AI spend against budgets in real time, surfacing clear ROI signals and proactive alerts as usage patterns evolve.
Get started
This integration is part of DX’s broader vision for data-driven developer acceleration. Together with GitHub Copilot, we’re enabling developers to stay in flow, focus on higher-value work, and deliver better software faster.
The Copilot 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.