SaaS AI Agent Testing — 878 Scenarios
Stress-test SaaS AI agents on user onboarding, billing disputes, API troubleshooting, feature request triage, account cancellation retention, and permission escalation edge cases.
AI agents in the saasindustry 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 saas 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 SaaS
Application Security (OWASP ASVS)
325 scenariosSQL injection, authentication, session management, cryptography, API security — grounded in OWASP ASVS 5.0
authentication
41encoding sanitization
31frontend security
28authorization
26session management
25cryptography
22oauth oidc
21secure coding
21data protection
20configuration
16logging
16api security
15tokens
12file handling
10validation logic
8webrtc
7secure communication
6SOC 2 Compliance & Infrastructure
312 scenariosAccess controls, incident response, change management, vendor risk, monitoring — grounded in SOC 2 Trust Service Criteria
2026 trends
28risk mitigation
25change management
23privacy
23governance
23communication
23monitoring
22processing integrity
22system operations
22availability
22access control
22control activities
20risk assessment
20confidentiality
17Operations & General
144 scenariosCore operational scenarios, customer interactions, and general agent testing
adversarial and manipulation
11churn and retention
10integrations and data
10product analytics and usage
8account management
8permissions and access control
8feature requests and roadmap
8customer success operations
8pricing and packaging
7multi tenant operations
7data migration and import
7developer experience
7self service and documentation
7marketplace and ecosystem
7platform administration
6enterprise onboarding and migration
4usage billing metering
4environment operations
4product lifecycle
3billing
3reporting compliance operations
3bug reports
2feature requests
2API & Developer Support
25 scenariosAPI troubleshooting, developer experience, and integration support
api and developer support
10api developer support
5api diagnosis and fix
5api operations
5Billing & Subscription
18 scenariosSubscription management, billing disputes, metering, and invoicing
billing and subscription
10billing operations
4billing investigation and resolution
4Onboarding
13 scenariosNew hire onboarding, orientation, and first-day workflows
onboarding and activation
10onboarding
3SSO & Identity
12 scenariosSingle sign-on, SAML/OIDC provisioning, and identity access management
sso diagnosis and fix
4sso identity access
4sso provisioning operations
4Incident Response & Triage
11 scenariosSOC triage, severity assessment, containment, forensic investigation, and MITRE ATT&CK correlation
incident and outage response
8incident response
3Compliance & Audit
11 scenariosGap analysis, audit readiness, remediation planning, and control posture assessment
compliance and audit
7compliance security
4Security Architecture
7 scenariosDefense-in-depth review, DMZ validation, zero trust assessment, and segmentation gaps
security and compliance
7Example Scenario
A customer is experiencing sporadic data loss that they can't consistently reproduce. Tests technical troubleshooting and bug documentation skills.
Coverage Stats
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Request a DemoRelated Industries
Customer Support
Evaluate AI support agents on escalation handling, SLA compliance, multi-channel handoffs, angry customer de-escalation, refund authorization, and compliance-sensitive complaint routing.
E-commerce
Test AI agents handling returns, fraud detection, order tracking, subscription management, shipping disputes, payment failures, and adversarial attacks like wardrobing and chargeback fraud.
GTM Engineer
Test GTM AI agents on outbound personalization, lead qualification, CRM data enrichment, pipeline handoff automation, and prospect objection handling under compliance constraints.