AI Accuracy Testing: Validate LLM Accuracy & Business Logic
Professional AI accuracy testing and validation services. Deep collaborative audit to ensure your LLM delivers accurate results aligned with your business goals. Ground truth validation, hallucination detection, and performance profiling. Requires internal collaboration and golden test cases.
Prerequisites
White Box testing requires collaboration and preparation
- Completed Black Box Security Audit
- Golden QA pairs (minimum 50 test cases)
- Business logic documentation
- Access to test environment
- Internal team collaboration and SME availability
Don't have these ready? We can help you prepare or start with our Black Box Security Audit first.
Comprehensive Validation
Four critical areas of deep testing to ensure your AI is production-ready
Accuracy Testing
Ground truth validation against your business requirements
- Golden QA pair validation (minimum 50 test cases)
- Factual correctness verification
- Response relevance scoring
- Intent recognition accuracy measurement
- Task completion rate analysis
Performance Profiling
Optimize speed, cost, and resource utilization
- Latency distribution analysis under load
- Token usage optimization recommendations
- Cost per query calculation and optimization
- Throughput capacity testing
- Resource utilization metrics and bottleneck identification
Business Alignment
Ensure your AI meets business goals and user needs
- Use case goal achievement rates
- Business metric impact assessment
- User journey completion analysis
- ROI measurement framework
- Competitive benchmarking against industry standards
Operational Readiness
Production-ready validation and processes
- Error handling procedure verification
- Fallback mechanism testing
- Escalation path validation
- Monitoring setup review
- Maintenance process audit
What You'll Receive
Our Process
Deep Testing
Week 1Accuracy validation, performance profiling, business logic testing
Analysis & Recommendations
Week 2Data analysis, root cause identification, improvement prioritization, framework development
Final Reports & Training
DeliveryExecutive presentation, technical workshop, team training, monitoring setup
Ready to Validate Your AI's Accuracy?
Get a comprehensive accuracy audit with custom testing, performance optimization, and a clear roadmap to production excellence.
No credit card required • Response in 24 hours • Free consultation included