Skip to content
  • There are no suggestions because the search field is empty.

AI-powered candidate report analysis

Use AI to enhance your analysis of a candidate's coding challenge submissions

Note: To enable AI-powered candidate report analysis, you must first opt in and enable the Project grading & report analysis AI feature in your account settings.

Every candidate who completes an Assessment will have a report that you can open from the analytics dashboard.

CleanShot 2026-11-06 at 11.46.19 AM@2x

If you have opted in and enabled the Project grading & report analysis AI feature, you will see the option to click Generate analysis with AI in the Scorecard section of the candidate report. 

CleanShot 2026-11-06 at 11.58.59 AM@2x

An automatically generated summary of the candidate's coding challenge submissions and any take-home project challenge grading, if they're selected on an assessment, will appear.

Report Analysis

The summary provides a review of a candidate's performance on the following topics within individual challenges:

  • Accuracy & Completeness
  • Efficiency
  • Documentation & Best Practices

This is followed by a general analysis of a candidate's technical abilities and understanding of programming languages.

Multiple choice, open-ended, and other question types are not considered. Please note candidate submissions should always be reviewed by domain experts before any decision is made.

Project grading

If AI grading is enabled on take-home projects, candidates will be automatically assessed based on a custom rubric designed to evaluate best practices and technical coding abilities. The AI-generated analysis will display numerical scores in addition to a summary.