Features - runQC

Behavioral & Performance Testing

Comprehensive evaluation of your agent's task completion, response quality, and performance metrics.

Task Completion Analysis

Measure success rates across various use cases and scenarios with detailed completion tracking.

Success rate measurement
Failure pattern analysis
Task complexity scoring
Completion time tracking

How It Works

Our system runs your agent through predefined task scenarios and measures completion rates, quality of outcomes, and time to completion. We identify patterns in failures and provide actionable insights for improvement.

// Example test configuration
{
  "task": "customer_support_inquiry",
  "scenarios": [
    "billing_question",
    "technical_issue",
    "account_modification"
  ],
  "success_criteria": {
    "response_time": "< 5s",
    "accuracy": "> 90%",
    "customer_satisfaction": "> 4.0"
  }
}

Response Quality Assessment

AI-powered evaluation of content accuracy, relevance, and helpfulness with detailed scoring.

Accuracy scoring
Relevance analysis
Helpfulness rating
Tone consistency check

Advanced Scoring

We use multiple AI models to evaluate response quality across different dimensions, providing detailed feedback on how to improve your agent's outputs.

Accuracy

92%

Relevance

88%

Helpfulness

95%

Consistency Validation

Multi-run testing to identify non-deterministic behavior and ensure reliable outputs.

Multiple test runs
Variance detection
Consistency scoring
Pattern identification

Reliability Testing

We run the same test multiple times to measure how consistent your agent's responses are, helping identify areas where behavior varies unexpectedly.

Latency & Efficiency Metrics

Response time analysis and resource utilization tracking for optimal performance.

Response time measurement
Resource usage tracking
Bottleneck identification
Performance optimization tips

Performance Monitoring

Track response times, identify performance bottlenecks, and get recommendations for optimization.

Multi-turn Conversation Testing

Extended interaction pattern validation for complex conversational flows.

Context retention testing
Conversation flow analysis
Memory consistency check
Turn-by-turn evaluation

Conversational AI Testing

Test how well your agent maintains context and coherence across extended conversations.

Security & Safety Testing

Comprehensive security validation including prompt injection resistance and data leakage detection.

Prompt Injection Resistance

Systematic testing against malicious input attempts and instruction override tactics.

Direct injection testing
Indirect injection via content
Multi-turn manipulation
Context poisoning detection

Advanced Injection Testing

We test a comprehensive range of prompt injection techniques to ensure your agent cannot be manipulated to behave outside its intended parameters.

Direct Override Blocked

Indirect Injection Blocked

Context Poisoning Blocked

Jailbreaking Prevention

Evaluation of agent responses to manipulation tactics and escape attempts.

Role-play manipulation
Emotional manipulation
Authority assumption
Hypothetical scenarios

Jailbreak Testing

Test resistance to various jailbreaking techniques that attempt to make your agent ignore safety guidelines.

Data Leakage Detection

Verification that agents don't expose sensitive information or training data.

Training data exposure
Personal information leaks
System prompt disclosure
Internal data revelation

Privacy Protection

Ensure your agent doesn't accidentally reveal sensitive information, training data, or internal system details.

Access Control Validation

Role-based permission and boundary testing for secure interactions.

Permission boundary testing
Role escalation attempts
Unauthorized access detection
Authentication bypass testing

Security Boundaries

Test that your agent respects user permissions and cannot be tricked into providing unauthorized access.

Content Safety Screening

Inappropriate content generation detection and safety compliance validation.

Harmful content detection
Bias identification
Inappropriate response flagging
Safety guideline compliance

Safety Compliance

Ensure your agent produces safe, appropriate content that complies with safety guidelines and policies.

Reliability & Robustness Testing

Edge case handling, error recovery testing, and hallucination detection for consistent reliability.

Edge Case Handling

Response quality evaluation under unusual or unexpected input scenarios.

Unusual input testing
Boundary condition analysis
Unexpected scenario handling
Graceful degradation testing

Stress Testing

Test how your agent handles unusual inputs, edge cases, and unexpected scenarios to ensure robust performance.

Error Recovery Testing

System behavior evaluation during failures and recovery scenarios.

Failure simulation
Recovery mechanism testing
Error message quality
State preservation analysis

Fault Tolerance

Test how well your agent recovers from errors and maintains service quality during challenging conditions.

Load Testing

Performance evaluation under high-volume usage patterns and stress conditions.

Concurrent user simulation
Peak load testing
Resource usage monitoring
Performance degradation analysis

Scalability Testing

Simulate high-volume usage to ensure your agent maintains performance under load.

Context Preservation

Memory and conversation state management validation across interactions.

Memory consistency testing
Context window management
State persistence validation
Information retention analysis

Memory Testing

Ensure your agent properly maintains context and remembers important information throughout conversations.

Hallucination Detection

Accuracy verification and fact-checking against known sources and ground truth.

Fact verification
Source attribution checking
Consistency validation
Confidence scoring

Truth Verification

Detect when your agent generates false or misleading information and measure factual accuracy.

Custom Domain Testing

Industry-specific validation, compliance checking, and custom business rule testing.

Logic Validation

Custom business rule and workflow verification for domain-specific requirements.

Business rule compliance
Workflow validation
Decision tree testing
Process adherence checking

Business Logic Testing

Ensure your agent follows your specific business rules and processes correctly.

Prompt Pool Testing

Batch testing with customer-specific input sets and scenario libraries.

Custom prompt libraries
Batch test execution
Scenario-based testing
Domain-specific inputs

Custom Test Sets

Create and run tests using your own prompt libraries and domain-specific scenarios.

Domain Expertise Assessment

Industry-specific knowledge and accuracy testing for specialized applications.

Industry knowledge testing
Technical accuracy validation
Specialized terminology usage
Expert-level reasoning

Industry-Specific Testing

Test your agent's knowledge and accuracy in your specific industry or domain.

Compliance Checking

Adherence to business policies, industry regulations, and guidelines validation.

Regulatory compliance
Policy adherence testing
Guideline validation
Standards compliance

Regulatory Compliance

Ensure your agent meets industry regulations and company policy requirements.

A/B Testing Support

Comparative analysis between agent versions and configuration variants.

Version comparison
Performance delta analysis
Configuration testing
Improvement measurement

Version Comparison

Compare different versions of your agent to measure improvements and identify optimal configurations.

Comprehensive AI Agent Testing