Large language models are powerful, but not always predictable.

Whether you’re building chatbots, RAG pipelines, or agentic workflows, it helps to know when outputs are inaccurate, low quality, or off the rails.

Verify by kluster.ai is a lightweight reliability layer for any LLM application. It flags hallucinations, factual inconsistencies, and low-confidence content before it reaches users or downstream systems — improving quality, boosting trust, and enabling higher performance at scale.