High-fidelity data solutions for frontier AI.
We provide the structured human intelligence pipelines required to train, tune, and evaluate world-class machine learning models.
Data labeling & annotation
High-throughput, multi-stage labeling workflows with rigorous consensus checks. From detailed text taxonomies to high-precision metadata processing.
✓ Multi-stage validation workflows & custom guidelines
RLHF & evaluation
Reinforcement Learning from Human Feedback tailored by domain experts. Red-teaming, model ranking, and detailed multi-turn dialogue evaluation.
✓ Complex reasoning, codebase verification & safety alignment
Data collection
Bespoke dataset generation under strict licensing and privacy frameworks. High-quality audio transcription, custom text corpora, and complex segmentation tasks.
✓ Optimized for large-scale audio and specialized data processing
Audio/Video transcription
Audio and video transcription. We work with a variety of formats and topics to meet your needs.
✓ Built around enterprise security requirements and strict data protection