The FY2024 Map
Our comprehensive, real-time categorization of the space.
(interactive mode may not work well on mobile devices)
The Responsible AI Ecosystem
FY 2024 Market Map
Tracking 313 responsible AI enabling startups.
MODEL & PLATFORM BUILDERS (75)
Abodoo
Abodoo
2017, Ireland
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Anonymous Matching, Skill-Based Screening, Talent Market Intelligence, White-Label Skills Platform
Abzu AI
Abzu AI
2018, Denmark
Category: Model & Platform Builders
Subcategory: Vertical - Healthtech
RNA Therapeutics, Pharmaceutical R&D, Explainable AI, Partnerships, Efficiency and Innovation
Aeterna Labs
Aeterna Labs
2016, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - Other
Contextual Advertising, Customization and Control, Sustainability, Integration with Major Platforms
Akira AI
Akira AI
2023, India
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
Comprehensive AI Platform, Edge AI Solutions, Reputation Management, Enterprise Workflow Automation
AlgoFace
AlgoFace
2017, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Driver Monitoring, Predictive Safety, Immersive Experiences, Realistic Avatars, Virtual Shopping, Headset-less VR, Personalized Avatars, Controller-free Control, Facial Analysis, 2D and 3D Face AI Solutions, Real-time Facial Landmark Tracking, Supported Formats
Alva Labs AB
Alva Labs AB
2017, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Personality Test, Logic Test, Leadership Report, Coding Tests, Interview Templates, Spacecraft Services, Aircraft Services, Launch Vehicle Services, Fabrication & Prototyping, System Testing, Reverse Engineering, Sheet-metal Design, GDPR Compliance, ATS Integration, Public Invitation Page, Customer Success Team, Industry Recognition
Ambient AI
Ambient AI
2017, United States
Category: Model & Platform Builders
Subcategory: Vertical - Other
Context-Aware Automation, Efficient Documentation, Operational Efficiency, Data Integration and Interoperability, Predictive Analytics, Enhanced Patient Engagement
Bast AI
Bast AI
2022, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Full Stack Explainable AI, Data Pipeline and APIs, Conversational AI Technology (CAT), Eco-Friendly Engineering
Black AI
Black AI
2015, Australia
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Real-time Retail Analytics, Theft Prevention, Customer Experience Optimization
Bodyguard AI
Bodyguard AI
2018, France
Category: Model & Platform Builders
Subcategory: Horizontal - Content Moderation
Bodyguard AI Offerings:, Contextual AI Technology:, Real-Time Content Detection:, Customizable Moderation Rules:, Scalable Solution:, API Integration:, Dashboard and Analysis Reports:, High Performance:, Classification Capabilities:
Bria
Bria
2020, Israel
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Source-Available Models, Flexible Development Toolkits, Enterprise-Ready Solutions, Customization and Fine-Tuning, APIs and Integration, Responsible AI Practices
BrightHire
BrightHire
2019, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
AI-Powered Interview Recording and Transcription, Candidate Scoring and Highlights, Interview Planning, Enterprise-Grade Security, User-Friendly Interface, Integration with ATS and Greenhouse
Brighter AI
Brighter AI
2017, Germany
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Deep Natural Anonymization (DNA), Precision Blur, Compliance with Privacy Regulations, Customization Options
Cangrade
Cangrade
2014, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Pre-Hire Assessments, Candidate Matching, Structured Interview Guides, Video Interviews, Skills Tests, Hiring Automation, ATS Integrations, Post-Hire Solutions, Customizable Branding, AI Copilot (Jules)
CausaLens
CausaLens
2017, England
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Causal Reasoning, AI Agents & ML Automation, Accelerated, Trusted Decision-Making, Customizable Agents, Enterprise-Ready Platform, Collaborations and Partnerships, Industry Applications
Celantur
Celantur
2019, Austria
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Image Anonymization, Video Anonymization, Anonymization Methods, Metadata and Segmentation Masks, Deployment Options, Integration, Compliance
Checkstep
Checkstep
2020, England
Category: Model & Platform Builders
Subcategory: Horizontal - Content Moderation
Trust & Safety Platform, Content Scanning, Moderation, Analytics Dashboard, Regulation Compliance, Regulatory Support, Compliance Tooling, Features and Programs, Edge Cases Handling, User Reporting, Age Verification, Live Streaming Capabilities, Pricing and Support, Pricing Model, Vendor Refund Policy, Support, Integration and Scalability, Software as a Service (SaaS), API Integration
Conjecture
Conjecture
2022, England
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Founding and History, Mission and Focus, Cognitive Emulation, Research and Development, Location and Team
Crosschq
Crosschq
2018, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
360 Reference Checks, TalentWall, Recruiting Analytics, Quality of Hire, Candidate Experience, Recruiter Performance & Capacity, Core Recruiting Metrics, Hiring Demographics, Enterprise Grade Security
Deep Media AI
Deep Media AI
2017, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Deepfake Detection, Multi-Modal Approach, Manipulation Heatmaps and Probability Scores, Biometric Validation and Verification, Facial Recognition, Voice Analysis, and Fingerprint Matching, Language Translation and Transcription, Natural Language Processing (NLP) Algorithms, Content Analysis and Summarization, Advanced Algorithms and NLP Techniques, AI Media Detection Process, Automatic Speech Recognition (ASR) Model, Integration and Scalability, Web App and API Integration, Customer-Centric Approach, Tailored Solutions and Responsive Support
DeepingSource
DeepingSource
2018, South Korea
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Deeping Source, PLUS INSIGHT, Store Care Solution, MTMC Tracking Technology, Real-Time Video Analytics, Privacy-Preserving AI Video Analytics
Develop Diverse
Develop Diverse
2017, Denmark
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Inclusive Writing Platform, Impact Reporting, Onboarding Sessions, Workshops
Digilab
Digilab
2022, England
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
digiLab Offerings:, AI/ML Solutions:, Industry Focus:, Use Cases:, Training and Development:, Collaboration and Support:, Expertise and Team:, Funding and Growth:, Contact and Support:
Diversio
Diversio
2018, Canada
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Data Collection and Analysis, AI-Powered Insights, Inclusion Metrics, Custom Interventions, Training and Consultation, Benchmarking and Reporting, Goal Setting, User-Friendly Interface
Elemental Cognition
Elemental Cognition
2015, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Neuro-Symbolic AI, Expert Decisioning Assistance, Explainable AI, Research and Discovery, Custom Application Development, Enterprise-Grade Security and Governance
Equalture
Equalture
2018, Netherlands
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Competency-Based Hiring, Unbiased Recruitment, Data-Driven Insights, Inclusive Application Process, Integration with ATS, Certifications and Compliance, Improved Talent Pool Utilization
Evispot
Evispot
2017, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - Fintech & Insurtech
Data Enrichment, Automated Feature Engineering, Explainable AI, Automated Model Documentation, Scenario Planning, Deployment Flexibility
Exparang
Exparang
2018, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Personalized Career Matching, Anonymity and Privacy, No Commitment, No Cost, Executive Sourcing and Internal Mobility, Continuous Career Management, Customizable Solutions
FairPlay
FairPlay
2020, United States
Category: Model & Platform Builders
Subcategory: Vertical - Fintech & Insurtech
Automated Fair Lending Testing & Reporting, Fairness Monitoring, Fairness Forecasting, LDA Search
Gallio PRO
Gallio PRO
2019, Poland
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Automated Anonymization, On-Premise Solution, Selective Anonymization, Intuitive Interface, Data Protection, Compliance, Versions
Headai
Headai
2015, Finland
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
Cognitive AI Platform, Automated Text Analytics, Skill Needs Prediction, Digital Fingerprint Technology, Cloud Service Plans, Integration and Scalability, Collaboration and Support
Hippocratic AI
Hippocratic AI
2023, United States
Category: Model & Platform Builders
Subcategory: Vertical - Healthtech
Patient-Facing Applications, Customizable Voice Agents, High-Need Patient Engagement, Analytics Platform, Safety-Focused LLMs, Compliance Certifications, Collaboration with NVIDIA
Humanly
Humanly
2019, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
AI-driven Recruitment, AI-powered Chat Functionality, Task Automation, Intuitive Applicant Tracking System (ATS), Real-time Analytics, Streamlined Workflows, Enhanced Visibility Initiatives, Unbiased Hiring, Integration Capabilities, Customizable Pricing, Customer Support
Impress AI
Impress AI
2017, Singapore
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Automated Candidate Screening, Intelligent Resume Scoring, Seamless Interview Scheduling, Analytics Supported Hiring, Transparent Pricing, Easy Deployment, Unified AI Platform, Real-Time Analytics & Reporting, Seamless Collaboration, Candidate Engagement, Integration with HR Tech-Stack
Kanarys
Kanarys
2018, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Data-Driven Insights, Tailored Recommendations, Comprehensive Support, Focus Groups and Learning Journeys, Employee Resource Groups, Communications Tools
Knac
Knac
2016, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Knac.io, Data-Driven Recruiting Platform, Automated Screening, Automated Feedback Loop, Communication Automation
Knockri
Knockri
2016, Canada
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
AI-Powered Behavioral Assessments, Customizable Assessments, Job Personas, Integration Capabilities, Diversity and Inclusion, Client Testimonials
Lauretta
Lauretta
2015, Singapore
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Automated Threat Detection, Contextual Data for Decision Making, AI-Driven Video Analytics, Dynamic Digital Twins, Integration with Existing Infrastructure, Front-End Applications, Retail, Security, Facility Management, TSA Collaboration, Ethical Framework
Lelapa AI
Lelapa AI
2022, South Africa
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Vulavula, InkubaLM, Language Support, Financial and Customer Support
LinkAI AB
LinkAI AB
2020, Sweden
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
Privacy-Preserving Edge AI-Driven Domain-Specific Visual Inspection Solutions, Proprietary Lightweight Edge Solution for Continuous Self-Improvement of AI Systems
Liquid AI
Liquid AI
2023, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Liquid Foundation Models (LFMs), Multimodal Capability, Efficiency and Performance, Model Variants, Deployment Compatibility, Inference Playground, Transparency and Collaboration
Mabel AI
Mabel AI
2022, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - Healthtech
Data Quality, ROAS Improvement, Platform Integration, Language Barrier Solutions, Healthcare Communication, Patient Engagement, Compliance and Security, Data-Driven Insights, Innovation and Impact
Mathison
Mathison
2019, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Inclusive Hiring Solutions, Workforce Analytics, Customizable Products, Legacy and New Platforms
MeVitae
MeVitae
2015, England
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Blind Recruiting, Data Analysis and Reporting, Training and Consultation, Integration with ATS, Basic Plan, Pro Plan, Enterprise Plan, Diversity and Inclusion Analytics, Customizable Redaction Parameters
Modulate AI
Modulate AI
2017, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Content Moderation
Proactive Voice Chat Moderation, AI and Machine Learning, Regulatory Compliance, Increased Moderator Efficiency, Community Trust and Satisfaction, Customization and Contextual Understanding, Integration with AWS, Ethical Considerations, Partnerships and Collaborations, Resources and Support
Multitudes
Multitudes
2015, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Analytics and Recommendations, Integration with Collaboration Tools, Actionable Insights, Nudges in Slack, Dynamic Questions and Automated Recommendations, Progress Tracking
NUAI AI
NUAI AI
2021, Australia
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
Business Assessment, AI Team Building, Scalable Automation, Customizable AI Modules, End-to-End Solutions, IP and Patent Registration, Machine Learning (ML), Computer Vision (CV), Documentation AI, Robotic Process Automation (RPA), Fintech and Retail, Hyper-Personalization, Ethical Technology, Custom-Tailored Solutions, Subscription and Pay-Per-Usage
Nuanced
Nuanced
2023, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Advanced Algorithms and Models, Synthetic Media Detection, Privacy Protection
Optimal
Optimal
2019, England
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Integrated Buyer's Journey, Teamwork and Strategy, Transparent Reporting, Custom Data-Backed Strategy, Generalists and Specialists, Lead Generation, Ecommerce and SaaS Solutions
Pave
Pave
2019, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Compensation Planning & Bands, Compensation Bands, Bands Manager, Band Builder, Access Controls, Employee Insights, Total Rewards, Total Rewards, Visual Offer Letter, Visual Offer Letter, Total Compensation Showcase, Equity Modeling, Real-Time Integrations, Market and Integration, Benchmarking, Integration with Culture Amp, Business Model and Pricing, Flexible Pricing, Compliance, Customer Base and Growth, Customer Base, Acquisitions and Funding
PickleTech
PickleTech
2021, Spain
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
Analytical Solutions, Predictive Modeling, Algorithmic Audit & Benchmarking, Automation & Optimization, Supply Chain, Advanced Statistics
PiktID
PiktID
2020, Austria
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Face Anonymization, GDPR Compliance, High-Resolution Face Replacement, Stock Photo Enhancement, Targeted Campaigns, Commercial Use, AI-Generated Faces, No Model Release Needed, AI-Assisted Editing, School Life Capturing, Flexible API Integration, SuperID Enhancer, Subscription Plans, Pay-as-You-Go Options
ProRata AI
ProRata AI
2024, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Hyper-Personalized Local Content, Real-Time Advertising Solutions, AI Integration in Local Media, Content Attribution and Monetization, AI Answer Engine
ProvenBase
ProvenBase
2020, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Talent Sourcing, Power Search, Estimated Salary, Reporting & Analytics, Inclusion Filters, Seamless ATS Integration, Partnerships, Customer Success
Quadfi
Quadfi
2018, Canada
Category: Model & Platform Builders
Subcategory: Vertical - Fintech & Insurtech
QuadFi Offerings:, Borderless Financial Products:, Alternative Data Utilization:, No Hidden Fees:, Loan Ceiling and Purpose:, Certified B Corporation:, Partnerships and Funding:
Re:cast
Re:cast
2022, Singapore
Category: Model & Platform Builders
Subcategory: Vertical - Other
Recast AI, AI-Powered Summaries, Conversational Tone, Flexibility, Convenience, Time-Saving, Accessibility
Reejig
Reejig
2019, Australia
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Zero Wasted Potential, Workforce Intelligence Platform, Personalized Workforce Experiences, HR Team Experience, Leader Experience, Employee Experience, Integration Benefits, Advanced Workforce Intelligence Suite, Ethical AI and Work Ontology
Retorio
Retorio
2018, Germany
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
AI Coaching Platform, Customizable Simulations, Personalized Learning, Multimodal Analysis, Impact Reporting, Explainability and Transparency, Integration Capabilities, Global Reach, Ethical and Humane Technology
Sapia
Sapia
2018, Australia
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Smart Interviewer, AI-Powered Chat Interviews, Real-Time Interviewer Guidance, Personalized Feedback Profiles, AI Detection System, AI-Generated Content Detection, Real-Time Warning System, Phai™ - Mobile AI Career Coach, Conversational AI Career Guidance, API Integration, Live Interview™, Simplified Interview Scheduling, Integration with ATS, Integration with HR Software, Seamless Integration
SeekOut
SeekOut
2017, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
SeekOut Recruit, AI-Assisted Search, Personalized Outreach, SeekOut Grow, Diversity Filters, Bias Reducer, Custom Candidate Tags and Statuses, Single Sign-On and Administrative Tools, Quick Access to Software, Community Insights
Stratyfy
Stratyfy
2017, United States
Category: Model & Platform Builders
Subcategory: Vertical - Fintech & Insurtech
Predictive Analytics and Decision Management, Bias Mitigation, Fraud Detection, Credit Decisioning, Partnerships and Collaborations
Syntonym
Syntonym
2019, Turkiye
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Real-Time Face Anonymization, Lossless Visual Data Anonymization, Mobility Industry Solutions, Flexible Deployment, Enhanced Privacy and Security, Analytics and Training Enabled
TRU Recognition
TRU Recognition
2015, Australia
Category: Model & Platform Builders
Subcategory: Horizontal - Image, Video, Audio
Intelligent Video Analytics (IVA), Vision-Based AI Engines, Platform Features, Video Stream Optimization, Scalability, Multi-Factor Algorithms, Privacy by Design, Industry-Specific Solutions, Resource-Based Industries, Retail and Customer Experience, Healthcare and Shipping Ports, Airports and Supermarkets
Tengai
Tengai
2019, Sweden
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Easy-to-Use Interface, Comprehensive Candidate Evaluations, Automation and Efficiency, Unbiased Hiring, Enhanced Candidate Experience, Scalability, Customizable Interviews, Smart Integrations
Textio
Textio
2014, United States
Category: Model & Platform Builders
Subcategory: Vertical - HRtech
Content Optimization, Job Postings, Real-Time Feedback, Analytics and Scoring, Textio Score, Bias Interruption, Customization and Integration, Brand Guidance, Integration with HR Tools, Subscription Model, Basic Plan, Premium Plans, Additional Features, Email and Marketing Content, Performance Reviews, Support and Training, Ongoing Support
TrustLab
TrustLab
2019, United States
Category: Model & Platform Builders
Subcategory: Horizontal - Content Moderation
Content Moderation Tool, ModerateAI, Subscription Services for Businesses, Brand Protection, Consulting Services, Strategy Development, Training and Workshops, Educational Programs, Government Contracts and Grants, Partnerships with Social Media Platforms, Mission Statement, Company Values, Founders and Leadership, Security and Privacy First Approach, Client Feedback
Umnai
Umnai
2019, Malta
Category: Model & Platform Builders
Subcategory: Horizontal - Model Research
Hybrid Intelligence, Compliance and Governance, Partnerships and Collaborations, Events and Conferences, Gender Equality Plan, Investment Opportunities
Unitary
Unitary
2019, England
Category: Model & Platform Builders
Subcategory: Horizontal - Content Moderation
Context-Aware AI Solutions, Multimodal Machine Learning, Content Classification Platform, Customizable AI Models, Robust Algorithms, Subscription-Based Pricing, Free Trials, Custom Quotes for Enterprise Solutions, Detoxify, API Access, Global Expansion, Partnerships
Virtuous AI
Virtuous AI
2020, United States
Category: Model & Platform Builders
Subcategory: Horizontal - AI Enablers
AI-Powered Donor Insights, AI-Driven Fundraising Tools, Integration with Dataro, Platform Upgrades, Professional Services, Equitable AI Solutions