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Warden AI is an AI assurance platform for validating fair, compliant, and trustworthy AI systems for HR tech. Schedule a demo to learn more!
Improve inclusion and equity in your workplace with Holistic DEI Assessments, Benchmarking, and Solutions
At Mosaic, we follow a rigorous algorithm bias auditing approach in alignment with the AI Risk Management Framework developed by the National Institute of Standards and Technology (NIST). Our team is helping to shape the future of AI Regulation in the U.S. as part of the NIST’s AI Safety Institute Consortium. What you can expect when hiring Mosaic for Bias Audits & Ethical AI
Trilateral Research can help you understand if you are impacted, and offers an all-encompassing, unbiased audit to aid your organization in achieving appropriate compliance. We possess years of proficiency in the fields of data ethics, data protection, and compliance support, and can cater to organizations of all sizes.
Eticas.ai is a leading global SaaS company specializing in AI auditing, bias monitoring, and certification, with over a decade of experience helping EU and US organizations optimize their AI processes, leading to better, safer, and fairer business decisions.
Resolution Economics offers comprehensive AI Bias Audits to help organizations identify and mitigate unintended biases in their AI, algorithmic, and automated decision-making tools. As AI systems become integral to business operations, they can inadvertently introduce biases, leading to discriminatory outcomes. Resolution Economics' expert analysts provide independent assessments to ensure these tools operate fairly and comply with evolving regulatory standards. Key Features and Functionality: - Pre-Implementation Analysis: Before deploying AI tools, Resolution Economics evaluates custom-built datasets to predict potential adverse impacts on various demographic groups, including race, gender, ethnicity, age, and intersectional identities. - Pilot Study Design: During the implementation phase, they assist in designing pilot studies to assess potential biases prior to full-scale deployment. - Post-Implementation Review: After AI tools are operational, they conduct analyses using actual usage data to confirm the tools remain free from bias. - Regulatory Compliance Support: They provide audit results in formats that meet specific company needs and comply with applicable regulatory requirements, such as New York City's law mandating independent bias audits for automated employment decision tools. Primary Value and Problem Solved: Resolution Economics' AI Bias Audits empower organizations to harness the benefits of AI-driven decision-making while mitigating the risks associated with unintended biases. By ensuring AI tools are fair and compliant with regulatory standards, they help protect companies from potential legal challenges, reputational damage, and operational inefficiencies. Their interdisciplinary team, comprising labor economists, compliance experts, statisticians, CPAs, industrial-organizational psychologists, and data analysts, provides the expertise necessary to navigate the complexities of AI bias auditing effectively.
The Assessment Standards Institute offers comprehensive bias audit services tailored to comply with New York City's regulations on Automated Employment Decision Tools (AEDTs. These audits are designed to identify and mitigate potential biases in employment decision-making processes, ensuring fairness and transparency in hiring and promotion practices. Key Features and Functionality: - Independent Third-Party Audits: Conducted by impartial experts with no financial ties to the employer, ensuring objectivity. - Comprehensive Bias Assessment: Evaluates potential disparate impacts based on sex, race, and ethnicity in AEDTs. - Regulatory Compliance: Ensures adherence to New York City's legal requirements for bias audits in employment practices. - Detailed Reporting: Provides summaries of audit findings, including data sources, demographic breakdowns, selection rates, and impact ratios. Primary Value and User Solutions: By partnering with the Assessment Standards Institute, organizations can proactively address and rectify biases in their employment decision tools, fostering a more equitable workplace. This not only ensures compliance with New York City's regulations but also enhances the organization's reputation for fairness and inclusivity, ultimately leading to a more diverse and effective workforce.
Since 2018, BABL AI has been Auditing and Certifying AI Systems, Consulting on Responsible AI best practices, and offering Online Education on related topics.
Idiro Analytics' Automated Employment Decision Tool (AEDT Audit is a specialized service designed to evaluate and ensure the fairness, transparency, and compliance of automated systems used in employment decisions. By conducting thorough audits, Idiro Analytics helps organizations identify and mitigate biases within their AEDTs, promoting ethical AI practices and adherence to regulatory standards. Key Features and Functionality: - Bias Detection and Mitigation: Utilizes advanced analytics to uncover and address potential biases in employment decision tools. - Compliance Assessment: Ensures that AEDTs align with legal and ethical guidelines, reducing the risk of non-compliance. - Transparency Enhancement: Provides clear insights into the decision-making processes of AEDTs, fostering trust and accountability. - Customizable Reporting: Delivers detailed reports tailored to the specific needs and contexts of the organization. Primary Value and User Solutions: The AEDT Audit service empowers organizations to confidently deploy automated employment decision tools by ensuring they are fair, unbiased, and compliant with relevant regulations. This proactive approach not only mitigates legal and reputational risks but also enhances the organization's commitment to ethical AI practices, fostering a more inclusive and equitable workplace.
ORCAA’s dual mission is to help define accountability for algorithms, and to keep people safe from harmful consequences of AI and automated systems. Whether it’s a hiring algorithm, healthcare AI, predictive scoring system, or generative AI platform, we are here to think about how it could fail, for whom, and what you can do to monitor and mitigate these risks. We are actively developing frameworks and governance approaches to help companies and organizations use algorithms and AI safely – confirming these technologies perform as intended and operate within sensible guardrails. We help our clients realize the transformative benefits of AI, while avoiding discrimination, bias, and other problems.