Category: Evaluation

Building an Eval Harness That Ships With Every Release

A fintech company shipped a prompt update to their underwriting assistant on a Friday afternoon. The update improved response quality on three of four test cases. On Monday, the risk team reported tha

Evaluating LLM Providers for Enterprise: A Framework Beyond Benchmark

Benchmark scores tell you how a model performs on problems that someone else chose. Your enterprise systems present different problems: your proprietary terminology, your specific data distributions,