CalypsoAI vs Holistic AI

CalypsoAI provides a full-lifecycle platform to secure AI models, applications, and agents at the inference layer against adversarial threats, data leaks, and compliance failures. The platform offers real-time threat defense, proactive red-teaming with agentic testing against thousands of attack prompts monthly, runtime guardrails for sensitive data and policy enforcement, and centralized observability with audit logs for regulatory needs. Targeted at enterprises deploying GenAI, it supports model-agnostic protection across SaaS, on-premises, and hybrid environments, enabling safe innovation without vendor lock-in. Acquired by F5 in 2025 for $180M, its capabilities integrate into F5's application delivery platform.F5 press release, Paladin press, homepage (279 words)

Holistic AI provides an enterprise AI governance platform that unifies discovery, testing, monitoring, and compliance into a single system. The platform automatically discovers AI systems including shadow AI across cloud, code, data, and SaaS, maintains a live inventory, and tracks ownership and lifecycle. It offers continuous automated testing for bias, hallucinations, toxicity, privacy leaks, drift, security vulnerabilities like jailbreaks and adversarial attacks, along with runtime monitoring via workflow tracing and observability. Policy-as-code enforcement aligns with regulations, providing deployment gates, audit trails, and evidence collection for compliance reporting. Serving enterprises in regulated sectors, it distinguishes itself with comprehensive coverage from AI inventory to real-time agentic monitoring and policy enforcement at scale, backed by research origins at University College London.Holistic AI homepage, Holistic AI governance platform, Holistic AI about, Preqin profile, LinkedIn, CB Insights