Safety
Red
Teaming
Adversarial testing of AI systems to identify failure modes, jailbreaks, harmful outputs, and safety-critical vulnerabilities before deployment.
What we deliver
Jailbreak Testing
Systematic prompting to identify vulnerabilities in safety filters and refusal mechanisms.
Harmful Output Elicitation
Structured adversarial testing designed to surface harmful, biased, or policy-violating outputs.
Failure Mode Analysis
Documenting edge cases, failure patterns, and model weaknesses with reproducible examples.
Risk Matrix
Structured risk assessment categorizing failure modes by severity and frequency.
Mitigation Recommendations
Actionable recommendations for fine-tuning, RLHF, or safety layer improvements.
Attack Logs
Full documentation of adversarial prompts, model responses, and classification decisions.
Ready to stress-test your model?
Discuss your threat model and we'll design a targeted red team campaign.