Jailbreaks & Adversarial Inputs

A jailbreak is an input crafted specifically to bypass a model’s safety training or stated instructions.

RAG Security

RAG security means treating retrieved documents as untrusted data and filtering retrieval by the requesting user’s actual permissions.

Agent Security

Agent security means scoping tool access tightly and requiring approval for irreversible actions, since an agent turns a decision into a real effect.

Data Leakage & PII Protection

Preventing data leakage means detecting and redacting personal information before it reaches a prompt, a log, or a model’s output.

AI Access Control & Identity

AI services need their own identity and access controls — which service can call which model, and with which permissions.

AI Supply Chain Security

AI supply chain security means verifying the provenance of third-party models, datasets, and framework dependencies before trusting them.

AI Red Teaming

Red teaming an AI system means deliberately attacking it with adversarial inputs before real attackers do.

AI Governance & Compliance

AI governance sets organizational policy for what models and data can be used, by whom, and under what oversight.

Responsible AI

Responsible AI considers fairness, transparency, and the real-world impact of a system’s outputs, not just whether it works technically.