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Customer Support AI Agent Testing222 Scenarios

Evaluate AI support agents on escalation handling, SLA compliance, multi-channel handoffs, angry customer de-escalation, refund authorization, and compliance-sensitive complaint routing.

AI agents in the customer supportindustry 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 customer support 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 Customer Support

Operations & General

139 scenarios

Core operational scenarios, customer interactions, and general agent testing

refund and billing disputes

10

account access and security

9

adversarial and manipulation

9

policy interpretation

8

sla compliance

8

vip and retention

8

b2b enterprise support

6

cross team coordination

6

feedback and nps

6

internal tooling

6

outage and incident communication

6

quality assurance and csat

6

consult then implement

5

diagnose and fix

5

multi step resolution

5

account operations

4

agent coaching and qa

4

complex situations

4

knowledge boundary

4

reporting

4

self service deflection

4

system configuration

4

troubleshooting

4

workflow automation

4

Escalation & Routing

15 scenarios

Routing to specialists, managers, and cross-team handoffs

escalation and routing

10

escalation with context

5

Onboarding

13 scenarios

New hire onboarding, orientation, and first-day workflows

onboarding and first contact

13

De-escalation

10 scenarios

Handling frustrated, angry, or threatening customers

angry customer deescalation

10

Multi-Channel

8 scenarios

Cross-channel handoffs between chat, email, phone, and social

multi channel handoff

8

Technical Support

8 scenarios

Troubleshooting, diagnostics, and technical issue resolution

technical troubleshooting

8

Ticket Management

8 scenarios

Ticket handling, prioritization, and SLA tracking

ticket handling

4

ticket management

4

Compliance & Privacy

7 scenarios

Data privacy, GDPR, and regulatory compliance handling

compliance and data privacy

7

Compliance & Audit

7 scenarios

Gap analysis, audit readiness, remediation planning, and control posture assessment

compliance and data privacy

7

Proactive Intelligence

6 scenarios

Anticipating questions, warning about consequences, and proactive help

proactive outreach

6

De-escalation

4 scenarios

Calming upset customers and resolving conflicts

de escalation

4

International & Cross-Border

4 scenarios

Customs, USMCA, cross-border documentation, and duties

international and localization

4

Example Scenario

Repeat Issue — Customer Threatening to Leavehard

A customer is contacting support for the third time about the same unresolved issue and is considering canceling their subscription.

Subcategory: de escalation

Coverage Stats

222
Total Scenarios
36
Subcategories
90
Hard Scenarios
24
Adversarial

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