Provenex is an enterprise-grade enforcement layer for AI agents that reconstructs the causal chain behind every agent action, detecting and preventing privileged or unsafe actions. It is designed for organizations deploying AI agents at scale, providing security and oversight for critical automated decisions.
In the LLM eval & observability space, Provenex takes a focused approach. It prevents AI agents from performing unauthorized or unsafe actions by reconstructing and enforcing the causal chain of agent decisions. It is built as a B2B product for Enterprise AI teams and security professionals. Provenex is sold on an enterprise-only basis. Provenex is available on the web and the command line.
Behind Provenex is Provenex, Inc., and the product first shipped in 2026. Development happens publicly on GitHub with 124 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — Provenex occupies a relatively distinct niche. Key capabilities include Causal Chain Reconstruction, Privileged Action Detection, and Enterprise Enforcement Layer.
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