Open-Weight AI Shifts Security Responsibility to You

With hosted AI services like Claude and ChatGPT, providers manage much of the model's security and safety. When you deploy open-weight models, that responsibility shifts to you—including monitoring risky behavior, protecting sensitive data, and enforcing security policies. WoolyAI gives you the visibility and control to secure your models from the inside.

  • Know What Your Models Are GeneratingMonitor internal model signals to detect emerging capabilities such as dangerous code generation, cyber activity, cryptography, tool use—while the model is still generating its response.
  • Enforce Your Organization's Security PoliciesDecide which model capabilities are allowed in your environment. Alert, restrict, or stop generation when monitored behavior crosses your security policy boundaries.
  • Monitor Models Without Sending Data to Another LLMWoolyAI analyzes internal model signals during inference, without relying on a separate judge LLM to inspect every prompt and response. Keep model monitoring within your own inference environment.

See How WoolyAI Secures Open-Weight Models. Watch WoolyAI monitor a live AI model, detect risky capabilities as they emerge, and enforce security policies before unwanted behavior reaches an agent's tools.

WoolyAI at CyberDefenseCon 2026