Industries

Domain context turns data into capability.

We shape every program around the environments, decisions, and failure modes your AI will face in the real world.

Frontier development

Foundation Models

Expert data, rigorous evaluation, and fast iteration for teams training general-purpose language and multimodal models.

AI in real workflows

Training and evaluation programs shaped around business processes, proprietary knowledge, and real user expectations.

Perception and prediction

Visual and sensor-data workflows for perception, mapping, planning, and safety-critical edge-case discovery.

Embodied intelligence

Human demonstrations, perception data, and task evaluations for manipulation, mobility, and embodied agents.

Relevance and discovery

Relevance data and evaluation systems for search, recommendation, catalogs, marketplaces, and conversational commerce.