BABL AI vs ORCAA

BABL AI is an audit firm specializing in independent third-party audits of AI systems for ethical, safety, compliance, liability, and reputational risks. It offers AI audits aligned with regulations like NYC Local Law 144, EU AI Act preparation, ISO 42001 certification, and others including Digital Services Act and EEOC. The firm conducts documentation reviews, stakeholder interviews, and bias testing without software integrations. BABL AI also provides Responsible AI consulting, online certification programs for AI auditors, and research through The Algorithmic Bias Lab. Typical buyers include HR/recruiting firms like iCIMS and HackerRank needing compliance assurance for employment AI tools.

ORCAA is an algorithmic auditing consultancy that conducts comprehensive audits of AI systems including generative AI, predictive models, and facial recognition using its Ethical Matrix framework to identify fairness and performance risks and provide mitigation recommendations. It offers quantitative bias testing via a proprietary cloud platform for regulatory compliance like NYC Local Law 144, AI governance consulting for policy development and vendor diligence, cockpit design for real-time risk monitoring, and training workshops. Typical buyers are organizations in hiring, insurance, credit, education, and healthcare needing to demonstrate safe AI deployment and comply with bias audit laws. Recent work includes Uber's AI governance report and HTI-1 compliance support.