Ravna — EU AI Act intelligence
AI Feature Risk Heatmap
Independent classification of AI vendor features by compliance framework. Click any row for full detail — obligation gap, sources, vendor self-classification.
Read the default state column with its evidence marker. In August 2026 we re-checked every source behind these findings against a dated copy of the page. Most default states are not established by the sources we cite, and are marked accordingly. Treat an unverified row as a question to put to your vendor or your own admin console, not as an answer. How we check, and what the audit found.
DomainHigh riskMediumOn by defaultFeatures
| Vendor | Feature | Default State | Risk | Category | Last Assessed |
|---|---|---|---|---|---|
| Eightfold AI | AI Candidate Match Scoring | On by defaultunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Jaggaer | Automated Supplier Gating — Sourcing Event Access Control | Configurableunverified | High | AI used to evaluate creditworthiness of legal persons or establish credit scores | 19 May 26 |
| Eightfold AI | AI Interviewer — Autonomous Candidate Screening | On by defaultunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Jaggaer | Agentic Supplier Evaluation & Auto-Scoring (JAI) | Opt-inunverified | Medium | AI used to evaluate creditworthiness of legal persons or establish credit scores | 19 May 26 |
| Eightfold AI | Internal Talent Matching & Promotion Scoring | On by defaultunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Jaggaer | Continuous Supplier Risk Scoring & Monitoring | Configurableunverified | High | AI used to evaluate creditworthiness of legal persons or establish credit scores | 19 May 26 |
| Cornerstone OnDemand | Succession AI — Talent Grid & High-Potential Scoring | Configurableunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Qualtrics | Continuous Employee Listening — AI Sentiment & Emotion Analysis | Configurableunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Sprinklr | AI Automated Quality Management — 100% Agent Interaction Scoring | Configurableunverified | High | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 19 May 26 |
| Eightfold AI | Skills Inference from External Profiles (LinkedIn, GitHub) | Configurableunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Sprinklr | AI Workforce Management — Automated Agent Performance Monitoring | Configurableunverified | Medium | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 19 May 26 |
| Qualtrics | Employee Flight Risk Scoring — Individual Attrition Prediction | Configurableunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Cornerstone OnDemand | SkyHive Skills Engine — Automated Employee Skill Profiling | On by defaultunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Cornerstone OnDemand | AI Performance Review Summarisation | On by defaultunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Qualtrics | Lifecycle AI — Demographic Attrition Targeting & Auto-Triggered Workflows | Configurableunverified | High | Employment, workers management and access to self-employment | 19 May 26 |
| Sprinklr | AI Multimodal Sentiment & Emotion Analysis — Workplace Agent Monitoring | Configurableunverified | High | Workplace emotion inference — restricted use | 19 May 26 |
| Workday | Recruiting Agent | Opt-inunverified | Medium | Recruitment | 27 May 26 |
| Workday | Talent Mobility Agent | Opt-inunverified | Medium | Employment management | 27 May 26 |
| SAP SuccessFactors | Joule | Opt-inunverified | Medium | Employment management | 27 May 26 |
| SAP SuccessFactors | Candidate Matching | Opt-inunverified | Medium | Recruitment | 27 May 26 |
| SAP SuccessFactors | Sentiment Analysis | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Oracle HCM | Job Applicant Score | Opt-inunverified | Medium | Recruitment | 28 May 26 |
| Oracle HCM | Dynamic Skills Graph | Opt-inunverified | Medium | Employment management | 28 May 26 |
| HireVue | AI-Scored Video Interviews | On when feature licensedunverified | Medium | Recruitment | 3 Jul 26 |
| HireVue | Game-Based Assessments | On when feature licensedunverified | Medium | Recruitment | 3 Jul 26 |
| Greenhouse | Talent Rediscovery | Opt-inunverified | Medium | Recruitment | 23 May 26 |
| Greenhouse | Resume Review | Opt-inunverified | Medium | Recruitment | 23 May 26 |
| Lattice | AI Performance Review Summaries | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Lattice | Team Health AI Signals | Opt-inunverified | High | Employment management | 27 May 26 |
| Microsoft Viva | Advanced Analytics — Manager & Team Insights | Configurableunverified | Medium | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 19 May 26 |
| Microsoft Viva | Advanced Analytics — Workforce Behavioural Analysis (Person Queries) | Opt-inunverified | Medium | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 19 May 26 |
| Microsoft Viva | Advanced Analytics — Performance & Collaboration Reporting | Configurableunverified | Medium | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 19 May 26 |
| NICE CXone | Sentiment and Frustration Analysis — transcript-based (formerly listed as Real-Time Voice Emotion Detection) | On when feature licensedunverified | Medium | Biometric categorisation | 3 Jul 26 |
| NICE CXone | Agent Soft-Skill Behaviour Analysis | Opt-in✓ evidenced | Medium | Employment management | 27 May 26 |
| Salesforce Service Cloud | Einstein Sentiment Analysis | Opt-inunverified | Medium | Biometric categorisation | 27 May 26STALE |
| Salesforce Service Cloud | Einstein Case Classification | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Salesforce Service Cloud | Einstein Conversation Mining | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Zendesk | Intelligent Triage | Opt-inunverified | Medium | Biometric categorisation | 22 May 26 |
| Zendesk | AI Agent (Answer Bot) | On when feature licensedunverified | High | Employment management | 22 May 26 |
| Zendesk | Agent Assist - Tone Shift | On by default✓ evidenced | Medium | Employment management | 22 May 26 |
| Genesys Cloud CX | Speech & Text Analytics - Sentiment Analysis | On when feature licensedunverified | Medium | Biometric categorisation | 27 May 26 |
| Genesys Cloud CX | Agent Empathy Scoring | On when feature licensedunverified | Medium | Biometric categorisation + Employment management | 27 May 26 |
| Genesys Cloud CX | Predictive Engagement | Licensed add-onunverified | Medium | Employment management | 19 May 26 |
| Genesys Cloud CX | Workforce Forecasting AI | Licensed add-onunverified | Medium | Employment management | 27 May 26 |
| Freshworks | Freddy AI - Sentiment Analysis | Opt-inunverified | Medium | Biometric categorisation | 25 May 26 |
| Freshworks | Freddy AI - Auto Triage | Opt-in✓ evidenced | Medium | Employment management | 25 May 26 |
| Freshworks | Freddy AI - Canned Response Suggestions | Opt-inunverified | Medium | Employment management | 25 May 26 |
| SAP Ariba | Supplier Risk Score | Opt-inunverified | High | Access to essential services | 27 May 26 |
| SAP Ariba | Guided Buying - AI Recommendations | Opt-inunverified | High | Access to essential services | 27 May 26 |
| SAP Ariba | Invoice Anomaly Detection | On by defaultunverified | High | Access to essential services | 23 May 26 |
| Coupa | Risk Aware - Supplier Risk Scoring | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Coupa | AI Spend Classification | Configurableunverified | Medium | Access to essential services | 18 May 26 |
| Coupa | Coupa AI - Contract Risk Analysis | Opt-inunverified | Medium | Access to essential services | 19 May 26 |
| Oracle Procurement Cloud | Supplier Qualification Intelligence | Opt-inunverified | Medium | Access to essential services | 28 May 26 |
| Oracle Procurement Cloud | Smart Approvals | Opt-inunverified | Medium | Access to essential services | 25 May 26 |
| Ivalua | Supplier 360 Risk Analytics | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Ivalua | AI-Assisted Sourcing Recommendations | Opt-inunverified | Medium | Access to essential services | 19 May 26 |
| Experian PowerCurve | PowerCurve Originations | On by defaultunverified | Medium | Creditworthiness assessment | 3 Jul 26 |
| Experian PowerCurve | Ascend Intelligence Services | Opt-inunverified | Medium | Creditworthiness assessment | 19 May 26 |
| FICO | FICO Score | On by defaultunverified | Medium | Creditworthiness assessment | 3 Jul 26 |
| FICO | FICO Decision Management Platform | On by defaultunverified | Medium | Creditworthiness assessment | 27 May 26 |
| Zest AI | Zest Model Management | On by defaultunverified | Medium | Creditworthiness assessment | 3 Jul 26 |
| Cornerstone OnDemand | AI Skills Graph | On by defaultunverified | Medium | Education and vocational training | 27 May 26 |
| Cornerstone OnDemand | Content Recommendations | On by default✓ evidenced | Medium | Education and vocational training | 27 May 26 |
| Docebo | AI-Powered Auto-Tagging | Opt-inunverified | Medium | Education and vocational training | 27 May 26 |
| Docebo | AI Roleplay (formerly Virtual Coach) | Opt-inunverified | Medium | Education and vocational training | 3 Jul 26 |
| Microsoft 365 Copilot | Meeting Summarisation | Opt-inunverified | Medium | Employment management | 22 May 26 |
| Microsoft 365 Copilot | Email Drafting and Prioritisation | Opt-inunverified | Medium | Employment management | 22 May 26 |
| Salesforce Sales Cloud | Einstein Lead Scoring | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Salesforce Sales Cloud | Einstein Opportunity Insights | Opt-inunverified | Medium | Employment management | 27 May 26 |
| ServiceNow | Virtual Agent | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| ServiceNow | Predictive Intelligence | Opt-inunverified | Medium | Operational AI — IT workflow routing, outside Annex III scope | 19 May 26 |
| Slack AI | Channel Summaries and Search | Plan-dependentunverified | Medium | Employment management | 27 May 26 |
| Zoom AI Companion | Meeting Summary and Smart Recording | Disabled by defaultunverified | Medium | Emotion recognition + Employment management | 22 May 26 |
| Eightfold AI | Talent Intelligence Platform | On by defaultunverified | Medium | Recruitment + Employment management | 23 May 26 |
| Eightfold AI | Career Navigator | On by defaultunverified | Medium | Employment management | 23 May 26 |
| Harver | Pre-Employment Assessments | On when feature licensedunverified | Medium | Recruitment | 23 May 26 |
| Harver | Situational Judgement Tests | On when feature licensedunverified | High | Recruitment | 23 May 26 |
| Workday Peakon | Employee Sentiment AI | On by defaultunverified | High | Employment management | 27 May 26 |
| Workday Peakon | Attrition Prediction | On by defaultunverified | Medium | Employment management | 27 May 26 |
| Culture Amp | AI Coach in Perform | On by defaultunverified | Medium | Employment management | 27 May 26 |
| Culture Amp | Flight Risk Indicator | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| UKG Pro | Pro Workforce Analytics | Configurableunverified | Medium | Employment management | 19 May 26 |
| UKG Pro | Great Place to Work AI | Configurableunverified | Medium | Employment management | 18 May 26 |
| Gong | Call Recording AI Analysis | On by defaultunverified | Medium | Emotion recognition + Employment management | 23 May 26 |
| Gong | Rep Performance Scoring | On by defaultunverified | High | Employment management | 23 May 26 |
| Qualtrics XM | Employee Experience AI | On by defaultunverified | High | Employment management | 23 May 26 |
| Qualtrics XM | Manager Assist | On by defaultunverified | High | Employment management | 23 May 26 |
| SAP S/4HANA | Joule for Finance | Opt-inunverified | Medium | Access to essential services | 27 May 26 |
| SAP S/4HANA | Predictive Material Planning | Opt-inunverified | Medium | Access to essential services | 3 Jul 26 |
| Oracle ERP Cloud | Intelligent Process Automation | Opt-inunverified | Medium | Access to essential services | 3 Jul 26 |
| Oracle ERP Cloud | Adaptive Intelligent Apps | Opt-inunverified | Medium | Access to essential services | 3 Jul 26 |
| Adobe Experience Platform | Customer AI | Opt-inunverified | Medium | Access to essential services | 27 May 26 |
| Adobe Experience Platform | Real-Time Customer Profile | Configurableunverified | Medium | Access to essential services | 27 May 26 |
| Checkr | Assess Automated Adjudication | Opt-inunverified | Medium | Recruitment | 27 May 26 |
| Checkr | Assess Analytics and Insights | Opt-inunverified | Medium | Recruitment | 27 May 26 |
| Sterling | AI-Assisted Verification | On by defaultunverified | Medium | Recruitment | 23 May 26 |
| Sterling | Continuous Monitoring AI | Opt-inunverified | Medium | Employment management | 23 May 26 |
| Verkada | Facial Recognition Access | Opt-inunverified | Medium | Biometric identification | 27 May 26 |
| Verkada | Person of Interest Alerts | Opt-inunverified | Medium | Biometric identification | 27 May 26 |
| Hikvision | DeepinView Facial Recognition | On by defaultunverified | Medium | Biometric identification | 27 May 26 |
| Hikvision | Behavior Analysis | Configurableunverified | Medium | Biometric categorisation | 3 Jul 26 |
| Shift Technology | Claims Fraud Detection | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Shift Technology | Underwriting AI | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Guidewire | Predict for Underwriting | Opt-inunverified | Medium | Access to essential services | 3 Jul 26 |
| Guidewire | ClaimCenter AI | Opt-inunverified | Medium | Access to essential services | 3 Jul 26 |
| Visier | Predictive Attrition | On by defaultunverified | High | Employment management | 23 May 26 |
| Visier | Compensation Equity AI | Opt-inunverified | Medium | Employment management | 23 May 26 |
| Anaplan | Workforce Planning AI | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Anaplan | PlanIQ Demand Forecasting | Opt-inunverified | Medium | Access to essential services | 27 May 26 |
| ADP | DataCloud Workforce Intelligence | Configurableunverified | Medium | Employment management | 18 May 26 |
| ADP | Intelligent Self-Service | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Deel | Worker Classification AI | On by defaultunverified | Medium | Recruitment | 27 May 26 |
| Deel | Compliance Risk Scoring | On by defaultunverified | High | Employment management | 19 May 26 |
| SmartRecruiters | Winston Match (formerly SmartAssistant AI Matching) | On by defaultunverified | Medium | Recruitment | 3 Jul 26 |
| SmartRecruiters | Fair Hiring AI (embedded bias mitigation) | On by defaultunverified | Medium | Recruitment | 3 Jul 26 |
| Darktrace | Darktrace / NETWORK — Self-Learning AI (formerly Enterprise Immune System) | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Darktrace | Insider Threat Detection | On by defaultunverified | High | Employment management | 3 Jul 26 |
| CrowdStrike | User Risk Scoring | On by defaultunverified | High | Employment management | 3 Jul 26 |
| CrowdStrike | Behavioral Analytics | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Otter.ai | Meeting Transcription and AI Notes | Opt-inunverified | Medium | Emotion recognition + Employment management | 27 May 26 |
| Otter.ai | Otter Insights for Enterprise (formerly OtterPilot Sales Intelligence) | Plan-dependentunverified | Medium | Employment management | 3 Jul 26 |
| Fireflies.ai | Meeting AI Analysis | On by defaultunverified | Medium | Emotion recognition + Employment management | 23 May 26 |
| Fireflies.ai | Deal Intelligence | On by defaultunverified | Medium | Employment management | 23 May 26 |
| Gainsight | Health Score AI | Opt-in✓ evidenced | Medium | Employment management | 27 May 26 |
| Gainsight | Scorecard and CTA Analytics | Configurableunverified | High | Employment management | 27 May 26 |
| Blue Yonder | AI Demand Sensing (formerly Luminate Demand Sensing) | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Blue Yonder | Supplier Collaboration AI | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Ironclad | AI Contract Review | On by defaultunverified | High | Access to essential services | 27 May 26 |
| Ironclad | AI Playbook Enforcement | Configurableunverified | High | Access to essential services | 3 Jul 26 |
| OneTrust | AI Risk Scoring | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| OneTrust | Vendor Risk AI | Configurableunverified | Medium | Access to essential services | 19 May 26 |
| Microsoft Entra ID | Identity Protection Risk Scoring | On by defaultunverified | High | Employment management | 22 May 26 |
| Microsoft Entra ID | Conditional Access - Risk-Based Policies | Opt-inunverified | Medium | Employment management | 22 May 26 |
| Microsoft Purview | Insider Risk Management | Opt-inunverified | High | Employment management | 22 May 26 |
| Microsoft Purview | Communication Compliance | Opt-inunverified | Medium | Employment management | 22 May 26 |
| Salesforce Marketing Cloud | Einstein Engagement Scoring | Opt-inunverified | Medium | Access to essential services | 27 May 26 |
| Salesforce Marketing Cloud | Einstein Send Time Optimization | Opt-inunverified | Medium | Access to essential services | 27 May 26 |
| SAP Concur | Concur Detect (formerly Expense Fraud Detection AI) | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| SAP Concur | Verify — AI Expense Audit (formerly Audit Intelligence) | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| SAP Fieldglass | Worker Intelligence | Configurableunverified | Medium | Recruitment | 3 Jul 26 |
| SAP Fieldglass | Rate Benchmarking AI | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Oracle CX Unity | Unity Customer Intelligence | Opt-inunverified | Medium | Access to essential services | 28 May 26 |
| Oracle CX Unity | Next Best Action AI | Opt-inunverified | Medium | Access to essential services | 28 May 26 |
| Personio | Personio Assistant | Opt-inunverified | High | Employment management | 27 May 26 |
| Personio | Performance AI Insights | On by defaultunverified | Medium | Employment management | 27 May 26 |
| Rippling | Workforce Analytics AI | Configurableunverified | High | Employment management | 3 Jul 26 |
| Rippling | Policy Automation and AI Analytics | Configurableunverified | Medium | Employment management | 3 Jul 26 |
| Google Workspace (Gemini) | Gemini in Meet (Meeting Notes) | Off by defaultunverified | Medium | Employment management | 27 May 26 |
| Google Workspace (Gemini) | Gemini in Gmail/Docs | On by defaultunverified | Medium | Employment management | 27 May 26 |
| Google Cloud Talent Solution | Job Search and Matching API | On by defaultunverified | Medium | Recruitment | 28 May 26 |
| Google Cloud Talent Solution | Commute Search and Profile Matching | On by defaultunverified | Medium | Recruitment | 28 May 26 |
| Phenom | Fit Score (formerly AI Talent Matching) | On by defaultunverified | Medium | Recruitment + Employment management | 3 Jul 26 |
| Phenom | Talent Analytics and Predictions | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Beamery | Talent Graph AI | Opt-inunverified | Medium | Recruitment + Employment management | 27 May 26 |
| Beamery | Workforce Planning Intelligence | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Paradox (Olivia) | Olivia Conversational AI | On by defaultunverified | Medium | Recruitment | 18 May 26 |
| Paradox (Olivia) | Automated Interview Scheduling and Screening | On by defaultunverified | Medium | Recruitment | 18 May 26 |
| SHL | Cognitive and Personality Assessments | On when feature licensedunverified | Medium | Recruitment | 3 Jul 26 |
| SHL | Talent Mobility Matching | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| Textio | Augmented Writing for Job Posts | On by defaultunverified | Medium | Recruitment | 3 Jul 26 |
| Textio | Performance Feedback Analysis | On by defaultunverified | Medium | Employment management | 3 Jul 26 |
| Verint | Interaction Analytics (Speech/Text) | On by defaultunverified | Medium | Emotion recognition + Employment management | 3 Jul 26 |
| Verint | Quality Management AI | Opt-inunverified | Medium | Employment management | 3 Jul 26 |
| Five9 | Intelligent Virtual Agent | On when feature licensedunverified | Medium | Emotion recognition + Employment management | 27 May 26 |
| Five9 | Agent Assist with Real-Time Guidance | On when feature licensedunverified | Medium | Employment management | 27 May 26 |
| Talkdesk | Mood Detector | Previewunverified | Medium | Emotion recognition + Employment management | 27 May 26 |
| Talkdesk | QM Assist - Automated Quality Scoring | Opt-inunverified | Medium | Employment management | 27 May 26 |
| Temenos | Explainable AI for Credit Decisions | On by defaultunverified | Medium | Creditworthiness assessment | 19 May 26 |
| Temenos | Financial Crime Detection | On by defaultunverified | Medium | Access to essential services | 27 May 26 |
| Verisk | Underwriting Risk Analytics | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| Verisk | Claims Analytics (ISO ClaimSearch) | On by defaultunverified | Medium | Access to essential services | 3 Jul 26 |
| HubSpot | Predictive Lead Scoring | On when feature licensedunverified | Medium | Employment management | 18 May 26 |
| HubSpot | Breeze AI Agent | Opt-inunverified | Medium | Access to essential services | 18 May 26 |
| HubSpot | Breeze Copilot | On by default✓ evidenced | Medium | Employment management | 18 May 26 |
| Atlassian | Atlassian Intelligence (Jira) | On by defaultunverified | Medium | Employment management | 23 May 26 |
| Atlassian | Atlassian Intelligence (Confluence) | On by defaultunverified | Medium | Employment management | 23 May 26 |
| GitHub Copilot | Code Suggestions | On by defaultunverified | Medium | Employment management | 22 May 26 |
| GitHub Copilot | Copilot Chat and PR Summaries | On by defaultunverified | Medium | Employment management | 22 May 26 |
| Intercom | Fin AI Agent | Opt-inunverified | Medium | Access to essential services | 18 May 26 |
| Intercom | Copilot for Agents | On by defaultunverified | Medium | Employment management | 18 May 26 |
| Notion | Notion AI | Opt-inunverified | Medium | Employment management | 18 May 26 |
| Okta | Identity Threat Protection | Opt-inunverified | High | Employment management | 22 May 26 |
| Okta | User Risk Scoring | On by defaultunverified | High | Employment management | 22 May 26 |
| HiBob | Compensation Benchmarking (Mercer) | Opt-inunverified | Medium | Employment management | 18 May 26 |
| HiBob | Attrition Risk Indicator | Configurableunverified | Medium | Employment management | 18 May 26 |
| Lever (Employ) | Talent Fit (AI Candidate Matching) | Opt-inunverified | Medium | Recruitment | 3 Jul 26 |
| Microsoft Power BI | Copilot in Power BI | On when feature licensed✓ evidenced | Medium | Employment management | 22 May 26 |
| Microsoft Power BI | Quick Insights and AI Visuals | On by defaultunverified | Medium | Employment management | 22 May 26 |
| Shopify | Shopify Magic (Sidekick) | On by defaultunverified | Medium | Access to essential services | 27 May 26 |
| Shopify | Product Recommendations AI | On by default✓ evidenced | Medium | Access to essential services | 27 May 26 |
| LinkedIn Learning | AI Role Play — practice with coaching feedback | Configurableunverified | Medium | Education and vocational training | 3 Jul 26 |
| iCIMS | Coalesce AI — Candidate Ranking, Talent Discovery & Matching | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| Workable | Search with AI — Passive Candidate Auto-Sourcing | Configurableunverified | Medium | Recruitment | 3 Jul 26 |
| Workable | Workable Agent — Automated Qualification Conversations | Opt-inunverified | Medium | Recruitment | 3 Jul 26 |
| 360Learning | AI Skills Tagging & Proficiency-Level Assignment | On by defaultunverified | High | Education and vocational training | 3 Jul 26 |
| Grammarly | Reader Reactions — AI Prediction of Reader Sentiment | On by default✓ evidenced | Medium | Emotion recognition + Employment management | 3 Jul 26 |
| Equifax | Equifax Ignite — Cloud AI/ML Credit Models | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| 360Learning | AI Content Builder — automated course & quiz generation | On when feature licensedunverified | Medium | Education and vocational training | 3 Jul 26 |
| Genetec | KiwiVision Security Video Analytics — people/behaviour/intrusion/crowd detection | On when feature licensedunverified | Medium | Biometric categorisation | 3 Jul 26 |
| 360Learning | AI Personalised Recommendations & Target Job Mapping | On by defaultunverified | High | Education and vocational training | 3 Jul 26 |
| 360Learning | AI Smart Review — automated open-ended answer scoring | On when feature licensedunverified | High | Education and vocational training | 3 Jul 26 |
| LinkedIn Recruiter | AI-Assisted Messages (InMail drafting) | On by defaultunverified | Medium | Recruitment | 3 Jul 26 |
| LinkedIn Recruiter | Hiring Assistant — Candidate Evaluation & Shortlisting | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| LinkedIn Recruiter | AI-Assisted Search | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| Milestone Systems | XProtect Smart Search — people attribute search (age, gender, face) | Configurableunverified | Medium | Biometric categorisation | 3 Jul 26 |
| LinkedIn Recruiter | Recommended Matches | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| Genetec | AutoVu Advanced Vehicle Analytics — vehicle type/colour/speed classification | On when feature licensedunverified | Medium | Biometric categorisation | 3 Jul 26 |
| Genetec | AutoVu ALPR — licence plate recognition, hotlist matching & cross-entity sharing | On when feature licensedunverified | Medium | Biometric identification | 3 Jul 26 |
| BambooHR | Bamboo AI — Conversational Workforce Analytics | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Milestone Systems | BriefCam — person attribute classification & appearance similarity | On when feature licensedunverified | Medium | Biometric categorisation | 3 Jul 26 |
| Udemy Business | Skills Mapping & AI-powered learning paths | On by defaultunverified | High | Education and vocational training | 3 Jul 26 |
| iCIMS | Digital Assistant — GenAI Conversational Chatbot | On when feature licensedunverified | Medium | Recruitment | 3 Jul 26 |
| Milestone Systems | XProtect LPR — automated licence plate recognition & vehicle tracking | On when feature licensedunverified | Medium | Biometric identification | 3 Jul 26 |
| Equifax | Risk Decisioning Suite (InterConnect) | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| BambooHR | eNPS AI Topic Summaries | On when feature licensedunverified | High | Emotion recognition + Employment management | 3 Jul 26 |
| Grammarly | Member Usage Analytics — Per-Employee Activity Tracking | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Dayforce | AI Skills Tagging & Personalized Learning/Career Recommendations | Opt-inunverified | High | Employment management | 3 Jul 26 |
| Degreed | Role-to-Skill Inference & Content Skill-Tagging | On when feature licensedunverified | Medium | Education and vocational training | 3 Jul 26 |
| Degreed | Degreed Intelligence — ML skill signals for talent decisions | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Degreed | Maestro AI Skill Review — conversational skill assessment & rating | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Workable | AI Screening Assistant | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| Axis Communications | AXIS Scene Metadata — continuous face/human/vehicle attribute stream | On by defaultunverified | High | Biometric categorisation | 3 Jul 26 |
| LinkedIn Learning | AI Career Goal Setting & personalised Learning Plan | On by defaultunverified | High | Education and vocational training | 3 Jul 26 |
| LinkedIn Learning | Skills Insights — AI-inferred organisational skill graph | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Degreed | AI Personalised Learning Pathway Curation | On when feature licensedunverified | Medium | Education and vocational training | 3 Jul 26 |
| Dayforce | Workforce Insights — AI Attendance & Timesheet Monitoring | On when feature licensedunverified | High | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 3 Jul 26 |
| Dayforce | Intelligent Auto-Scheduling | On when feature licensedunverified | High | Decisions on work terms, task allocation by personal traits, and performance/behaviour monitoring | 3 Jul 26 |
| Axis Communications | AXIS License Plate Verifier — ANPR with allow/blocklist matching | On when feature licensedunverified | High | Biometric identification | 3 Jul 26 |
| Axis Communications | AXIS Face Detector — real-time face detection in live video | On when feature licensedunverified | High | Biometric categorisation | 3 Jul 26 |
| Axis Communications | AXIS Object Analytics — human/vehicle detection, classification & behaviour | On by defaultunverified | High | Biometric categorisation | 3 Jul 26 |
| TransUnion | AI Analytics Orchestrator Agent (TruIQ / OneTru) | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| TransUnion | TruValidate Device Risk — ML Fraud Decisioning | On when feature licensedunverified | High | Access to essential services | 3 Jul 26 |
| Udemy Business | Skills Assessments — proficiency scoring & content routing | On when feature licensedunverified | High | Education and vocational training | 3 Jul 26 |
| TransUnion | TruVision Alternative Bank Risk Score | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| TransUnion | TruIQ Analytics Studio — ML Model Development | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| Grammarly | Team Analytics — Admin-Visible Tone & Suggestion Metrics | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Equifax | OneScore — Multi-Data AI Credit Score | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| Grammarly | Generative AI Writing Assistance | On when feature licensedunverified | Medium | Employment management | 3 Jul 26 |
| Equifax | Insight Score for Personal Loans (NeuroDecision) | On when feature licensedunverified | High | Creditworthiness assessment | 3 Jul 26 |
| Onfido (Entrust) | Liveness Verification — PAD, deepfake & injection detection | On when feature licensedunverified | High | Biometric identification | 3 Jul 26 |
| Onfido (Entrust) | Facial Similarity — biometric face matching (Motion/Video/Photo) | On when feature licensedunverified | High | Biometric identification | 3 Jul 26 |
| Onfido (Entrust) | Device Intelligence Report — passive fraud/risk signal | Configurableunverified | Medium | Access to essential services | 3 Jul 26 |
| BambooHR | Ask BambooHR — AI Assistant | On when feature licensedunverified | Medium | Employment management | 3 Jul 26 |
| 15Five | AMAYA — AI Agent for HR Insights & Retention Risk | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Onfido (Entrust) | Document Report — AI identity-document verification | On when feature licensedunverified | High | Biometric identification | 3 Jul 26 |
| 15Five | Engage AI — Feedback Insights & Predictive Impact Model | On when feature licensedunverified | Medium | Employment management | 3 Jul 26 |
| Workable | Workable Agent — Autonomous Sourcing, Screening & Ranked Shortlisting | Opt-inunverified | High | Recruitment | 3 Jul 26 |
| 15Five | AI-Assisted Reviews | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| iCIMS | Coalesce AI — AI Sourcing Agent | Opt-inunverified | High | Recruitment | 3 Jul 26 |
| 15Five | Kona — AI Meeting Coach & Manager Effectiveness Scoring | On when feature licensedunverified | High | Employment management | 3 Jul 26 |
| Udemy Business | AI Assistant — course Q&A and recommendation | On by defaultunverified | Medium | Education and vocational training | 3 Jul 26 |
| iCIMS | Digital Assistant — AI Qualification Screening Chatbot | On when feature licensedunverified | High | Recruitment | 3 Jul 26 |
| Dayforce | Autonomous Payroll — AI Anomaly Detection | Opt-inunverified | High | Employment management | 3 Jul 26 |
| LinkedIn Learning | AI Interview Prep — readiness scoring | Opt-inunverified | High | Employment management | 3 Jul 26 |