Haize Labs

The annotate capability processes raw interaction transcripts to generate structured JudgeInput and annotation data. This enables the systematic conversion of unstructured logs into clean, machine-readable formats suitable for rigorous performance evaluation and quality assessment of model outputs.

Data scientists, research engineers, and quality assurance specialists focused on model reliability benefit from these capabilities. These professionals use the structured outputs to perform comparative analysis, identify failure modes, and validate the accuracy of system responses against established benchmarks.

Users must provide raw transcript logs generated from system interactions. These logs serve as the source material for the transformation process, which then maps the unstructured text into the required JudgeInput and annotation schemas for downstream evaluation.