fairsort

FEATURES

Review applications with confidence

fairsort helps teams review large volumes of resumes with evidence-based AI support, while keeping hiring decisions in your hands.

fairsort job detail dashboard showing applications grouped by match strength

EVIDENCE-BASED ANALYSIS

See what actually supports each application

Instead of relying on keyword matching or simple scores, fairsort breaks down each resume into clear, job-relevant evidence. You see what supports each candidate's fit for the job.

Evidence panel showing confirmed requirement matches in a candidate resume

INTELLIGENT CATEGORIZATION

Candidates grouped by strength of evidence

Applications are grouped into Strong Match, Potential Match and Weak Match based on the evidence found. The groupings are there to support review, not replace your judgment.

Candidate applications grouped into Strong Match and Potential Match

OVER-OPTIMIZATION DETECTION

Spot AI-polished applications without auto-rejecting

fairsort flags signs of over-optimization, such as generic language or suspiciously perfect keyword alignment, without automatically filtering anyone out. You stay in control of the final decision.

Warning panel showing possible AI manipulation attempts in a resume

SHORTLISTING

Build a shortlist as you review

Add candidates to your shortlist while reviewing their resume, Summary and Evidence. You can add notes to explain your decision, so the reasoning stays clear as the hiring process moves forward.

Decision dialog showing options to add a resume to the shortlist or mark it as rejected

CANDIDATE BRIEFS

Go deeper when an application needs closer review

Candidate Briefs give you a more detailed view of an application, including a clear summary and supporting evidence. They help with closer review without turning the process into an automatic decision.

Candidate Brief tab showing an executive summary beside the Evidence tab

FLEXIBLE INTEGRATION

Fits into your hiring process

Upload resumes directly and review them with clear, evidence-based support. fairsort supports your process without automatically rejecting candidates.

Upload resumes dialog showing supported file formats

GET STARTED FOR FREE

Ready to review applications with confidence?

Start free and see how fairsort helps you review applications with clearer evidence.