FD
First Duty Holdings Ltd.
11 Marks
Other
First Filed:Oct 31, 2025Latest Filed:Nov 6, 2025Address:190 Elgin Avenue, George Town, Grand Cayman, KY1-9008, KY
Portfolio Overview
Pending
11(100%)Top Classes
Class 42
Software, IT Services & Scientific ResearchClass 9
Electronics, Software & Scientific EquipmentClass 41
Education and EntertainmentTTAB Proceedings
No litigation activity
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SEEV BEACON
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications, including API’s and dashboards for bias analytics and editorial bias visualization
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for data-driven content intelligence, real-time bias tracking and institutional reporting; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Transmission of analytics dashboards and bias trend updates over computer networks; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing training, webinars, workshops and educational content on media bias analytics and fairness reporting, and in the field of media literacy, artificial intelligence ethics and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications including dashboard, analytics visualizations tools, and enterprise-level APIs for bias-trend insights; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software for auditing and improving fairness, transparency, and accountability in automated decision systems; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications, including API’s and dashboards for bias analytics and editorial bias visualization
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality, and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Software for auditing and improving fairness, transparency, and accountability in automated decision systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality, and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; Compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Software for auditing and improving fairness, transparency, and accountability in automated decision systems; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; Providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality, and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; Compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Software for auditing and improving fairness, transparency, and accountability in automated decision systems; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; Providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality, and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; Compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Non-downloadable software for auditing and improving fairness, transparency, and accountability in automated decision systems, including APIs and dashboards for bias analytics and editorial bias visualization; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; Providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 038: News and information services; Digital and wireless broadcasting; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing on-line publications in the nature of news articles; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications, including API’s and dashboards for bias analytics and editorial bias visualization
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for content analysis, contextual summarization, and automated editorial decision-support; AI-based tools for evaluating accuracy, neutrality, and tone in digital media; Machine-learning models for bias scoring and mitigation; Systems for generating and displaying bias-adjusted news summaries; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 038: News and information services; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Providing bias-filtered digital news transmission via proprietary bias-scoring algorithms; Digital and wireless broadcasting; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing a curated, bias-filtered news experience via proprietary scoring and summarization algorithms; Providing non-downloadable digital publications and summaries; Providing training, workshops, and educational content in the fields of media literacy, artificial intelligence ethics, and responsible information consumption; Providing on-line publications in the nature of news articles; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; Providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data, including tools for algorithmic auditing, dataset bias visualization, and AI explainability; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications; Providing API’s, downloadable reports, bias-score dataset, and consulting and advisory services in AI bias detection and mitigation; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software for auditing and improving fairness, transparency, and accountability in automated decision systems
Goods & Services
Class 009: Downloadable computer software and mobile applications for bias detection, bias scoring, and content summarization; AI-based analytical tools for assessing and mitigating bias in textual, visual, and multimodal data for data-driven content intelligence, real-time bias tracking and institutional reporting; Downloadable computer software for bias detection in news articles; Downloadable computer software for bias scoring and bias mitigation; Downloadable computer software for auditing and detecting bias; Downloadable computer software for analyzing and detecting bias; Downloadable computer software for AI-bias detection, fairness reporting, and data ethics compliance; Class 035: Business consulting, data analytics, and advisory services relating to bias detection, algorithmic fairness, and ethical AI implementation; compiling, analyzing, and providing business data and reports concerning bias and compliance metrics; Class 038: News and information services; Internet broadcasting services; Electronic transmission of news summaries, reports, and analysis over computer networks and mobile device; Transmission of news; Electronic transmission of news; News agency services for electronic transmission; Transmission of analytics dashboards and bias trend updates over computer networks; Digital and wireless broadcasting; Class 041: News syndication for the broadcasting industry; News reporter services in the nature of news analysis and news commentary; Providing an internet news portal featuring links to news stories and articles in the field of current events; Providing current events news via a global computer network; Educational content and online newsletters; Providing information in the field of current events news via a data feed; Providing information and news in the field of current events; Providing training, webinars, workshops and educational content on media bias analytics and fairness reporting, and in the field of media literacy, artificial intelligence ethics and responsible information consumption; Providing on-line publications in the nature of news articles; Class 042: Software as a Service (SaaS) featuring computer software for auditing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for analyzing and detecting bias in publications; Software as a Service (SaaS) featuring computer software for AI bias detection, fairness reporting, and data-ethics compliance in publications including dashboard, analytics visualizations tools, and enterprise-level Apis for bias-trend insights; Software as a Service (SaaS) featuring computer software and APIs for auditing, analyzing, detecting, and mitigating bias in digital content, datasets, algorithms, predictive models, and automated decision-making systems; Providing fairness, explainability, transparency, and accountability analytics across text, image, audio, video, and multimodal inputs; Providing temporary use of non-downloadable computer software and APIs for bias detection and mitigation in digital advertising, healthcare, education, finance, and other data-driven fields; Software for auditing and improving fairness, transparency, and accountability in automated decision systems; Class 045: Providing online verification, compliance, and certification services in the fields of data ethics, algorithmic accountability, and information integrity; providing consulting and auditing services to assist organizations in maintaining fairness, transparency, and ethical compliance in digital content and AI systems