See attacker behavior early

Vulnebify safely exposes how adversaries actually probe and exploit your infrastructure using controlled replicas, not assumptions.

• Real behavior See how attackers discover, chain, and escalate based on live interaction.
• Clear signal Focus on what adversaries actively pursue. Ignore noise.
• Machine-paced defense Operators approve intent. AI runs discovery, observation, and remediation.

Built for high-risk, adversarial environments