Infrastructure Ops & Security AI Agent Testing — 360 Scenarios
Evaluate SOC/NOC AI agents on network device triage, firewall rule auditing, incident prioritization, vulnerability management, access reviews, change management, certificate monitoring, and SOC 2 compliance — using real infrastructure mock data.
AI agents in the infrastructure ops & securityindustry handle some of the most consequential conversations in business. A wrong answer doesn't just frustrate a user — it can trigger compliance violations, financial losses, legal liability, or irreversible damage to customer relationships. Testing these agents with generic prompts misses the edge cases that matter most.
Agent Scrimmage evaluates infrastructure ops & security AI agents with scenarios grounded in real industry workflows, real regulations, and real failure patterns. Every scenario includes specific success criteria and failure indicators so scoring is objective, not subjective. The scenarios cover routine tasks, complex multi-step workflows, compliance-sensitive situations, and adversarial attempts to manipulate the agent.
Whether you're building a customer-facing chatbot, an internal workflow agent, or a hybrid that does both, Agent Scrimmage tells you exactly where it breaks — and generates the training assets to fix it.
What We Test in Infrastructure Ops & Security
SOC 2 Compliance & Infrastructure
60 scenariosAccess controls, incident response, change management, vendor risk, monitoring — grounded in SOC 2 Trust Service Criteria
access control
13system operations
13control activities
8monitoring
8risk assessment
8change management
5confidentiality
4availability
1Incident Response & Triage
38 scenariosSOC triage, severity assessment, containment, forensic investigation, and MITRE ATT&CK correlation
incident containment
22incident triage
16Cross-Domain Correlation
32 scenariosConnecting incidents, vulnerabilities, firewall rules, and compliance findings to identify compound risks
cross domain correlation
32Risk Acceptance & Pushback
20 scenariosAdversarial scenarios where stakeholders pressure the agent to accept unacceptable risk
risk acceptance pushback
20Network Operations
19 scenariosDevice health monitoring, firmware drift, capacity planning, and segmentation auditing
network device health
14network segmentation audit
5Compliance & Audit
18 scenariosGap analysis, audit readiness, remediation planning, and control posture assessment
compliance posture
13compliance remediation planning
5Vulnerability Management
14 scenariosCVSS-based prioritization, patch strategy, risk acceptance decisions, and vulnerability chaining
vulnerability prioritization
14Firewall & Network Security
14 scenariosRule auditing, stale rule cleanup, any-any detection, and rule conflict analysis
firewall audit
14Forensic Investigation
14 scenariosTimeline reconstruction, evidence preservation, lateral movement tracing, and chain of custody
forensic investigation
14Disaster Recovery
14 scenariosRTO/RPO analysis, failover readiness, recovery prioritization, and DR simulation
disaster recovery
14Vendor & Supply Chain Risk
13 scenariosEOL hardware, firmware supply chain, vendor security advisories, and third-party risk
vendor risk assessment
13Access Control & Identity
12 scenariosLeast privilege reviews, shared account detection, separated employee access, and MFA enforcement
access control review
12Change Management
12 scenariosCAB review, rollback planning, testing requirements, and emergency change governance
change management
12Certificate Management
11 scenariosExpiration tracking, weak key detection, renewal procedures, and PKI operations
certificate management
11Security Architecture
11 scenariosDefense-in-depth review, DMZ validation, zero trust assessment, and segmentation gaps
security architecture
11Alert Tuning
11 scenariosFalse positive reduction, threshold optimization, and alert fatigue mitigation
alert tuning
11Privilege Escalation Detection
11 scenariosAttack path analysis, service account auditing, and permission chaining
privilege escalation detection
11Patch Management
10 scenariosRisk-based patching, maintenance windows, rollback planning, and multi-vendor coordination
patch management strategy
10Operational Runbooks
8 scenariosStep-by-step procedures for firmware upgrades, certificate renewals, and incident escalation
operational runbook
8Capacity Planning
7 scenariosResource utilization trends, scaling decisions, and bottleneck identification
capacity planning
7Audit Readiness
6 scenariosSOC 2, PCI DSS, and ISO 27001 audit preparation and evidence compilation
audit readiness
6Metrics & Reporting
5 scenariosMTTD/MTTR calculation, patch compliance rates, vulnerability aging, and board-level KPIs
metrics and reporting
5Example Scenario
Prevent lateral movement during ransomware containment (MITRE ATT&CK T1486, T1021).
Coverage Stats
Test Your Infrastructure Ops & Security Agent
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