ORCAA vs Prompt Security

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.

Prompt Security is a Tel Aviv-based AI security company founded in August 2023 by Itamar Golan (CEO) and Lior Drihem (CTO), both alumni of Israel's elite Unit 8200 with prior experience at Check Point and Orca Security. The company provides an enterprise platform for securing all generative AI interactions — covering employee AI tool usage (shadow AI discovery, data protection), homegrown AI applications (prompt injection defense, output filtering), AI code assistants, and agentic AI security including MCP gateway protection. Prompt Security is a core contributor to the OWASP Top 10 for LLM Applications. The company raised $23M prior to its acquisition by SentinelOne, which was completed on September 5, 2025. Prompt Security continues to operate as a standalone platform and product brand within SentinelOne's Singularity platform. CRN named it a 2025 Stellar Startup in Security.