How evaluators are matched to your project

Getting Started for Labs · AI Labs · Updated

We match evaluators based on three factors: domain expertise, language proficiency, and education level.

Domain matching

Our evaluator pool includes graduate students and professionals across finance, law, marketing, engineering, healthcare, and general business. If your project requires financial statement analysis, we assign evaluators with finance degrees. If it requires EU regulatory knowledge, we assign law students with compliance coursework.

Language matching

All evaluators are bilingual (English plus at least one European language). For multilingual projects, we assign native speakers of the target language, not translators.

Quality tiers

Evaluators are segmented by experience level. New evaluators start on lower-complexity tasks and graduate to more demanding work based on their quality scores and inter-annotator agreement metrics.

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