ATS-integrated AI

End-to-end applicant tracking system and structured-hiring platform, now layered with 'Greenhouse AI' features such as resume parsing, Talent Matching, and interview summarisation.

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Weakest

Article 11 Technical Documentation

Customer Documentation

Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.

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Weakest

Bias Audit Transparency

Customer Documentation

SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.

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Weakest

Bias Audit Transparency

Customer Documentation

Juicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.

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Weakest

Bias Audit Transparency

Customer Documentation

Ashby is an all-in-one recruiting platform combining applicant tracking, CRM/sourcing, scheduling, and analytics, with embedded AI features including resume-to-criteria evaluation, AI-assisted application review, sourcing outreach, and scheduling agents.

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Weakest

Article 11 Technical Documentation

Customer Documentation

Cornerstone OnDemand is an enterprise talent-management and learning suite whose Cornerstone Galaxy platform uses AI-driven skills extraction and matching (including the acquired SkyHive Skills Models) to power recruiting, candidate screening, and workforce development.

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Weakest

Article 11 Technical Documentation

Customer Documentation

AI features built into Workday Recruiting, including candidate-skill matching and recruiter productivity tools, surfaced inside the Workday ATS.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.

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Weakest

Bias Audit Transparency

Customer Documentation

Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features — Candidate Ranking, Talent Match, and a GPT-powered Copilot — to source, rank, and engage candidates.

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Weakest

Bias Audit Transparency

Customer Documentation

Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.

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Weakest

Bias Audit Transparency

FRIA Support

Bullhorn is a cloud-based applicant tracking system and CRM for staffing and recruiting agencies, with AI features (Bullhorn Copilot/Amplify, automation, and Textkernel-powered search and match) that source, screen, and rank candidates against jobs.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.

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Weakest

Article 11 Technical Documentation

FRIA Support

SAP SuccessFactors Recruiting is the recruiting module of SAP's cloud HCM suite, using AI (career-site skills matching, job-description generation, resume skills extraction and stack-ranking of applicants) delivered under SAP Business AI and the Joule assistant.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

AI-driven talent orchestration layer that ranks and routes candidates within an existing ATS. Acquired by Workday in 2024.

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Article 11 Technical Documentation

Post-Market Monitoring

Textkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Lever is an AI-powered applicant tracking system and recruiting CRM that centralizes sourcing, candidate relationship management, AI candidate matching (Talent Fit), and hiring analytics for high-growth employers.

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Article 11 Technical Documentation

Customer Documentation

Oracle Recruiting (part of Oracle Fusion Cloud HCM, formerly Oracle Recruiting Cloud) is an enterprise applicant tracking system whose embedded AI suggests and ranks candidates, finds similar candidates, and generates 0-5 generative-AI match ratings against job requisitions to assist recruiters.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Workable is an all-in-one applicant tracking system and HR platform whose AI feature layer (Workable AI / Workable Agent) sources, screens, scores, and matches candidates and drafts recruiting content within the recruiting workflow.

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Weakest

Article 11 Technical Documentation

FRIA Support

VidCruiter is an enterprise recruitment platform combining live and pre-recorded video interviewing, structured interview workflows, automated scheduling, skills testing, automated reference checks, and AI features such as transcript-based AI Interview Scoring, AI Interview Notes, and AI fraud detection.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Jobvite is an enterprise applicant tracking and talent acquisition suite (part of Employ Inc.) that uses AI for candidate matching, intelligent messaging, and screening, with explanations of why candidates fit a role.

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Article 11 Technical Documentation

FRIA Support

AI-powered high-volume hiring platform that automates sourcing, applicant screening (including a voice-based AI Recruiter), interview scheduling, and onboarding for frontline workforces.

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Weakest

Article 11 Technical Documentation

Customer Documentation

UKG is an enterprise HCM and workforce-management suite whose UKG Pro Recruiting applicant-tracking module, augmented by the embedded Bryte AI layer, drafts job descriptions and produces profile-match candidate scores to rank and shortlist applicants.

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Weakest

Article 11 Technical Documentation

Customer Documentation

Oleeo is an enterprise applicant tracking and talent acquisition platform that uses machine learning to score, rank, and screen candidates from resumes, applications, and assessment responses, with prescriptive interview and hire recommendations and a stated diversity/bias-mitigation focus.

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Weakest

Article 11 Technical Documentation

Post-Market Monitoring

Zappyhire is an AI-powered recruitment automation platform that screens and ranks candidates through resume parsing, a recruiting chatbot, AI assessments, and robotic video interviews, layered on an applicant tracking system.

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Weakest

Data Governance Disclosure

Post-Market Monitoring

Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.

Strongest

Weakest

Data Governance Disclosure

Customer Documentation