CARE is a contained adversarial research environment built for security engineers and AI developers who need to verify that their models withstand real-world threats — before deployment, not after.
CARE provides a sandboxed, instrumented environment where teams can uncover non-technical fragilities in AI systems — from adversarial prompt injection and alignment drift to behavioral anomalies under distributional shift.
Purpose-built for organizations where failure isn't an option.
Four integrated modules designed to surface vulnerabilities that traditional testing misses entirely.
Automated red-teaming that systematically probes your AI with adversarial inputs — covering prompt injection, jailbreak vectors, and manipulation chains that evade standard guardrails.
Discover non-obvious failure modes across behavioral, contextual, and cultural dimensions. Identify where your model breaks under edge-case conditions before production users do.
Continuous validation pipeline that certifies AI deployments against organizational security policies, regulatory frameworks, and real-time threat intelligence feeds.
Generate audit-ready documentation that maps directly to NIST AI RMF, EU AI Act, and DoD-specific assurance requirements — with full provenance and test traceability.
From initial integration to continuous assurance, CARE fits into your existing workflow.
Point CARE at your model endpoint or deploy within your air-gapped infrastructure. Zero code changes required.
CARE deploys thousands of targeted adversarial scenarios calibrated to your model's domain, risk profile, and deployment context.
Receive a detailed assurance report with risk scores, remediation guidance, and compliance-ready attestation artifacts.
Whether you're building models or defending infrastructure, CARE speaks your language.
Integrate adversarial testing directly into your development cycle. Catch alignment failures, harmful outputs, and edge-case breakdowns before they become incidents.
Apply the same rigor to AI systems that you apply to networks and endpoints. Continuous monitoring, threat modeling, and compliance validation — purpose-built for AI.
CARE is available under controlled deployment for qualified organizations. Request access to schedule a technical briefing with our team.