Adversarial Testing
for AI Agents.
Register agents, run adversarial scans against live endpoints, enforce CI/CD security gates, and monitor behavioral drift — all through one SDK.
Why AI agents need their own security layer
Model Guardrails Are Not Adversarial Testing
Built-in safety is the seatbelt. ClawShield is the crash test.
80.9%
of enterprises deploying AI agents — most without adversarial security testing
14.4%
have full security approval — the rest ship agents with unknown vulnerability exposure
Aug 2026
EU AI Act high-risk obligations deadline — penalties up to 35M EUR or 7% of turnover
88%
of organizations report AI security incidents — continuous monitoring is not optional
How ClawShield works in production
Register. Scan. Enforce. Improve.
Register your agents, scan with adversarial attacks, enforce release policies across your agentic workflow, and continuously improve with actionable feedback.
Register Your Agents
Register each AI agent to get a unique Agent ID. One ID ties together scans, compliance, monitoring, telemetry, and webhooks across your entire agentic workflow.
cs.agents.register({ name, endpoint, auth }) → agentIdRun Heuristic Adversarial Tests
279 attack scenarios across 14 threat categories. Prompt injection, jailbreaking, data exfiltration, tool misuse, privilege escalation, and more — executed against your live agent.
cs.scans.create({ agentId, packageId }) → 20/20 ✓Gate Releases & Generate Evidence
CI/CD gates block deploys below your security threshold. Compliance reports map results to OWASP, NIST, and EU AI Act. Webhooks deliver verdicts to your pipeline.
cs.gate.enforce(scanId, 70) → PASS (score 82)Act on Feedback & Strengthen
Every finding includes remediation guidance. Before/After comparison tracks improvement. Continuous behavioral monitoring detects regression. Each cycle makes your agents stronger.
cs.monitor.trackToolCall(agentId, event) → drift alertExplore the enterprise platform
Enterprise-Grade Security for AI Agents
Deep-dive into testing, compliance, architecture, and integration capabilities.
Adversarial Testing
14 threat categories · 279 scenarios
Run repeatable attacks against live agents. Prompt injection, jailbreaking, data exfiltration, tool misuse — with deterministic + LLM-judge evaluation.
- Custom assessment packages
- Severity-ranked findings with evidence
Compliance & Frameworks
OWASP · NIST · EU AI Act
Map scan findings to regulatory requirements. Generate audit-ready reports with per-control evidence, gap analysis, and remediation guidance.
- Framework requirement tracking
- Exportable compliance reports
Architecture & Scoring
3-layer testing · confidence intervals
Statistical scoring with t-distribution confidence intervals. 5-dimension radar charts. 80% deterministic, 20% LLM-judged for maximum reliability.
- Reproducible results across runs
- Tiered scoring methodology
Integration & Agent Telemetry
Partner API · SDK · CI/CD · behavioral monitoring
Integrate via Partner API and SDK for scanning and behavioral telemetry. Stream agent tool calls and decisions for continuous analysis. CI/CD gates, HMAC webhooks, and fleet monitoring.
- SDK behavioral telemetry + CI/CD security gates
- Agent inventory with drift detection & alerts
Your dashboard at a glance
Enterprise Security Cockpit
Fleet-wide posture at a glance — scores, trends, compliance mappings, and alerts in one view.
95% CI: 74–82 · 5 agents · 150 scans
Security: 85
Accuracy: 88
Reasoning: 80
Tool Usage: 68
Op Safety: 82
OWASP
78%7/10 passingNIST
68%8/12 passingEU AI Act
75%4/7 passingTwo ways to get started
Enterprise Scale or Instant Benchmark
Enterprise teams integrate via SDK for fleet-wide management. Individuals and small teams test instantly with zero setup.
Enterprise
API Integration · Fleet Scale
- TypeScript SDK + Partner REST API
- Register agents with endpoint + auth credentials
- Scan against live agent endpoints in push mode
- Custom assessment packages (Quick / Standard / Full)
- CI/CD gates — block deploys below threshold
- Compliance reports (OWASP, NIST, EU AI Act)
- Fleet-wide monitoring, heatmaps & alerts
- Tool call telemetry streaming
- Scheduled recurring scans (cron)
- HMAC-signed webhook delivery
Teams & Individuals
Zero Integration · Instant Start
- Zero-integration benchmark links
- Works with any AI agent (ChatGPT, Claude, Gemini, custom)
- Standard benchmarks on demand
- 5-dimension radar chart (Security, Accuracy, Reasoning, Tool Usage, Safety)
- A-F security grading with confidence intervals
- Detailed findings with severity + evidence
- Shareable results
- Closed beta — by invitation