Autonomous security agents that map the attack surface, prove exposure, and prepare fixes

Enclave's premise is that the volume of software now written by AI assistants has outrun the review capacity of any application security team, and that the gap will not be closed by another list of findings. The platform instead deploys agents across eight areas of work that are usually separate tools and separate owners: source code review, penetration testing, configuration review, network and asset inventory, CVE monitoring, intrusion detection, log analysis, and endpoint drift. The results are not kept apart. Enclave assembles them into a single model of the attack surface, so an exposed service, a permissive identity, and a sensitive data store are evaluated as one path rather than three unrelated tickets.

Each candidate path then goes through a verification loop. The platform investigates how the steps chain together, attempts to prove the risk through testing rather than asserting it from a signature, prepares a fix for the engineering team, and tests again after deployment to confirm closure. The intent is that what reaches a human is an exploitable path with evidence attached, not a severity score. Enclave also builds custom agents for customer-specific environments with engineering support during integration. The company was founded by Tal Hoffman as CEO, Dvir Segev as CTO, and Yanir Tsarimi as CPO, and raised a $6M seed round led by 8VC in March 2026, with angel investment from founders and executives of Stripe, Box, VMware, Salesforce, and Yelp.