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Evaluate candidates more consistently with AI-powered assessments backed by real evidence. KitaHQ reviews candidate qualifications against job-specific criteria using information from resumes, screening question answers, and supporting documents, helping recruiters identify qualified candidates faster and make more informed hiring decisions.
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Start AI Application Review

ImageOnce candidates have submitted their resumes, screening question answers, and/or supporting documents, navigate to your hiring pipeline and drag their cards to the AI Application Review stage.Click Start AI review to let KitaHQ automatically evaluate each candidate against your job-specific criteria using the available evidence. The results will show which requirements are met, not met, or need further evidence, helping you identify qualified candidates faster.
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Review the evidence-backed AI evaluation

Once the AI review is complete, open the candidate’s profile and navigate to the Review tab to see their evaluation results.KitaHQ displays which job-specific criteria are Met, Not Met, or Need Evidence, along with explanations and supporting evidence from resumes, screening answers, and documents. You can review the overall criteria match, see exactly where the AI found supporting information, and identify any missing evidence.You can also update the evaluation results manually or click Run evaluation again when new candidate information becomes available.Image

Define Your Evaluation Criteria

KitaHQ automatically generates evaluation criteria based on your job description. Each criterion specifies what candidates need to demonstrate, how important the requirement is (Must-have or Nice-to-have), and what evidence is needed to assess it. For example, if a role requires at least one year of relevant experience, KitaHQ can evaluate the candidate’s employment history against that requirement rather than relying on general keyword matches. Image

Customize Evaluation Requirements

You can edit, add, or remove evaluation criteria to match your hiring needs. Define specific requirements, select supporting evidence sources, and customize evaluation instructions to guide how each criterion should be assessed. To manage these settings, navigate to Jobs, select the relevant job, and open the Screening tab under Job Details. Screenshot 2026 11 06 At 13 40 36

Make More Informed Hiring Decisions

Review AI-generated criteria matches alongside supporting evidence to understand why candidates meet or do not meet particular job requirements. Instead of manually reviewing every resume and screening response, recruiters can focus on verifying qualifications, identifying evidence gaps, and moving suitable candidates forward. With KitaHQ, candidate evaluations go beyond keyword matching, providing a more structured, transparent, and evidence-backed approach to screening. Screenshot 2026 11 06 At 13 41 39