Service Detail
LLM Testing
Comprehensive LLM testing covering prompt quality, responses, hallucinations, and context behavior.
LLM testing helps teams evaluate prompt behavior, response consistency, hallucination risk, and context handling. It is built for products that rely on language models in customer-facing or operational workflows.
What's Included
- Prompt Testing - Evaluate prompts against expected behavior
- Response Validation - Review outputs for quality and consistency
- Hallucination Detection - Identify false or unsupported outputs
- Context Management - Test multi-turn and retrieval behavior
- Token Optimization - Review efficiency and waste
- Model Comparison - Compare behavior across providers or versions
Ideal For
- Chatbots and assistants built on LLM APIs
- Products generating summaries, answers, or content
- Teams iterating on prompts and retrieval systems
- Releases where unsafe or inconsistent outputs are high risk
Start with a discovery call
Talk through llm testing.
Use a discovery call to review how llm testing fits your product, release process, and current QA priorities.
Scope and recommendations depend on your product, release cadence, and current coverage.