Text collection

Build domain-specific text resources under project-defined source and usage requirements.

Transcription

Convert audio and speech into structured transcripts with task-specific conventions.

Translation

Translate and localize project content with human review for the intended market and use.

Text annotation

Classify text, identify entities, annotate intent and prepare structured language data.

LLM evaluation

Collect structured human judgments for relevance, instruction following and response quality.

Quality review

Calibrate guidelines, review disagreements and validate outputs before delivery.