Prompt injection
Test whether agents and copilots can be manipulated away from expected policy or task constraints.
Adversarial validation
Test AI applications like production systems
Governance AI Red Team focuses on how AI systems can actually be bypassed, exploited, or manipulated in production-like conditions.
Testing focus
Find what improves runtime and policy posture
Data exfiltration
Probe whether models, tools, or retrieval layers can leak sensitive data or governance-relevant context.
Tool abuse
Validate whether tool invocation paths can be coerced into unsafe, over-broad, or policy-breaking actions.
Bypass attempts
Measure whether defenses, filters, and guardrails can be evaded by realistic adversarial interaction.
Platform proof
Testing connected to operational remediation
Issue detail and evidence
Technical context, governance implications, and next actions in the same incident surface.
Runtime guardrails
Guardrail design and runtime evaluation over prompts, outputs, and tool calls.
Policy orchestration
Policies, frameworks, detections, and exceptions linked in one operational control layer.
Next step
Test AI systems like production systems
Red teaming is most valuable when findings feed policy, runtime controls, and governance evidence in the same platform.