AI TrustMark

Candidate screening companies, products & suppliers

Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.

What is Candidate screening?

Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.

What problems does it solve?

Screening still takes recruiter hours on every requisition.

Typical business use cases

  • CV ranking
  • Knockout questions
  • Assessments and structured scorecards

Important capabilities

  • Rankers
  • Assessments
  • Audit of rejects

What buyers should evaluate

  • Adverse impact
  • Explain a reject
  • Where assessments are processed

Risks and governance considerations

A ranker that is a proxy for protected characteristics.

Procurement checklist

  • Adverse impact
  • Explainability
  • Human review

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • Canditech

    By Canditech

    Canditech is a skill assessment platform for HR teams and hiring managers that evaluates technical skills, soft skills and AI proficiency using job simulations. Teams can choose fr

  • CodeSignal Hire

    By CodeSignal

    Discover the agentic skills intelligence platform that helps teams see, measure, develop, and grow skills clearly with confidence. CodeSignal Hire is CodeSignal's software product,

  • Eightfold Talent Intelligence Platform

    By Eightfold AI

    Eightfold AI provides the most comprehensive AI recruiting and talent management solutions in the market. We make it easy for businesses to find, screen, and hire the best talent.

  • Gem

    By Gem

    Gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem. gem.

  • Harver

    By Harver

    Harver helps enterprise teams hire better, faster with predictive assessments, automation, AI readiness tools, and data-driven talent insights. Harver is Harver's software product,

  • HireVue Hiring Platform

    By HireVue

    Make confident hiring decisions with Hirevue’s science-backed AI screening, assessments and video interviewing. Verify skills and hire faster at scale. HireVue Hiring Platform is H

  • AI-assisted recruiting for Amazon DSPs and FedEx ISPsClaimed

    By HRBridge

    HRBridge is a done-for-you recruiting service for Amazon Delivery Service Partners and FedEx Independent Service Providers. It uses AI voice calls to contact eligible applicants, c

  • iMocha Skills Assessment

    By iMocha

    iMocha’s Skills & Work Intelligence Platform helps enterprises identify skill gaps, upskill teams, improve internal mobility, & make skills-based decisions. iMocha Skills Assessmen

  • Paradox Conversational ATS

    By Paradox

    We believe every great hire starts with hello. Our conversational software automates recruiting tasks like screening, interview scheduling, and onboarding to get your candidates fr

  • Sapia.ai Smart Interviewer

    By Sapia.ai

    Sapia.ai helps enterprises hire brilliant people faster, fairer, and at scale. Our chat-based AI interview enhances candidate experience, promotes inclusion, and provides talent in

  • Talview Interview Insights

    By Talview

    Build trust across exams and hiring with AI Proctoring and AI Interviewing. Verify identity, detect threats, and maintain a defensible audit trail. Talview Interview Insights is Ta

  • TestGorilla Assessments

    By TestGorilla

    Streamline your hiring with TestGorilla. Find and assess ideal candidates from the world's largest skills-tested talent pool, powered by AI for unbiased, efficient recruitment

  • Vervoe

    By Vervoe

    Vervoe is an AI-powered skills intelligence platform. Hire on merit, not background by verifying real skills, so you see who can actually do the job. Vervoe is Vervoe's software pr

  • Workday HiredScore AI for Recruiting

    By Workday

    Experience a new way to work with Sana and agentic AI from Workday. Workday HiredScore AI for Recruiting is Workday's software product, from Workday, Inc. Published at workday.com.

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Candidate screening?

Ranking, knockout and assessment of applicants as the product. Jobs: cv ranking; knockout questions; assessments and structured scorecards.

What should not be listed as Candidate screening?

Products whose buyer job is full recruitment suites, talent intelligence of the market, or performance management. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Candidate screening supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.