AI Impact Insights

AI Impact Insights

See how AI adoption in your organization impacts key metrics

Your developers are already using AI. By sending usage data to Uplevel, key metrics can be compared against cohorts of your developers to analyze the changes AI is driving at your organization.

Adoption

Usage of AI tools will differ based on the efficacy of the tool for the role of the developer. Compare usage between tools and different types of engineering teams to understand where and how AI is being used.

Analysis

See how key metrics have changed for each cohort over time. Evaluate trends in behavior to see if changes are correlated to AI usage.

Sending Data to Uplevel

To form cohorts of developers, Uplevel needs per-person usage data for each tool we evaluate.  Cohorts are assigned based on the snapshot of data, and can be updated over time as new data is provided.

Availability of per-person usage data will vary based on the tool. If your organization uses Github Copilot, ask your Github sales rep or account support person for getting access to the "private preview" of copilot's data analytics.
    • Related Articles

    • AI Investment Summaries

      Understand details of what your team has been working on at a glance What are AI Investment Summaries? Shown on the Pulse Page, AI Investment summaries are now available for all allocation schemes. These summaries give engineering leaders a short ...
    • Pulse Page

      Understanding important changes over time at a glance Metric Trends on the Pulse Page highlight the insights with the largest recent change, to highlight where focus is needed, and where efforts to improve are showing the biggest impact. It's ...
    • How to find bottlenecks slowing down PRs

      Learn how to navigate your organization's Cycle Time data and how you can take action to mitigate risk Trend Learn about your organization by analyzing your cycle time trends over time. With this view, you can easily see where delays happen and take ...
    • How to set a metric target

      Set targets for metrics and teams to help drive change in your org. Targets can now be set on any key insights directly within the dashboard. This feature is designed to empower every team to actively participate in setting goals and tracking ...
    • How to explore your data with "Group by" options

      Insights data can be pivoted by key properties in order to view differences between groups. Imagine that Uplevel insights show a high-level trend across all the people in your selected segment. Clicking into the details provides a Table view with ...