Use Cases / Threat Control

Control the risks autonomy creates.

Purpose-built defenses connect identity, behavior, data, and intent—giving security teams decisive control over AI-driven operations.

UC / 01

Shadow AI & Rogue Agent Discovery

Continuously identify unknown agents, unsanctioned models, and hidden AI dependencies.

UC / 02

Prompt Injection Defense

Block direct and indirect prompt injection, jailbreak attempts, and adversarial instructions.

UC / 03

Privilege Escalation Containment

Prevent agents from exceeding intended permissions or executing high-risk actions.

UC / 04

Data Exfiltration Prevention

Detect sensitive context and stop privacy leakage before information leaves a trusted boundary.

UC / 05

Telemetry & Auditability

Create an evidence-rich record of autonomous activity for security operations and oversight.

Malicious agent interception

Detect the deviation. Contain the action.

01

Detect

Identify rogue or hijacked agents through heuristic and behavioral anomaly detection.

02

Compare

Measure behavior against established identity, access, intent, and tool-use baselines.

03

Intercept

Block privilege escalation, lateral API movement, and unauthorized data access before impact.

04

Respond

Quarantine, mask, reroute, or preserve a complete audit trail automatically.

Continuous controls validation

Prove the harness holds under pressure.

Automated harness tests, synthetic prompt suites, and continuous red teaming verify guardrails, blast-radius limiters, and compliance controls against evolving attacks.

Validation loop
01Exercise agent harnesses
02Probe with synthetic adversarial prompts
03Verify containment and compliance evidence
04Feed findings back into adaptive policy