Traditional security tools, such as CNAPP or standard AppSec platforms, were designed for human-written code and static infrastructure. They are ill-equipped to handle real-time decisions made by autonomous AI agents. Neatsun Ziv, CEO and co-founder of OX Security, argues that legacy approaches fail because they assume a human gatekeeper exists to review every vulnerability. The new AINAPP platform shifts this paradigm by tracking agents and Model Context Protocol connections to validate decisions before code is ever written.
The system operates through four integrated components: VibeSec for AI governance, OX Code for supply chain protection, OX Cloud for runtime enforcement, and an Agentic Pentester that provides continuous exploitability testing. These modules share a single context lake, allowing security teams to trace a production threat directly back to the specific prompt that triggered the agentic action. Early benchmarks indicate that companies using VibeSec to govern AI prompts have achieved a 70–90% reduction in newly introduced vulnerabilities. With $94 million in total funding, OX Security is now positioning its platform as the primary defense for enterprises shipping autonomous systems at scale.




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