Products / 01—06
Multimodal datasets and evaluations designed around the capabilities frontier systems need next—not the data that happens to be easiest to collect.
Discuss a dataset ↗Curated corpora spanning objects, environments, aesthetics, text-rich scenes, and hard-to-source visual concepts.
Image · captions · dense metadata · quality scores
Pretraining · fine-tuning · preference learning
Sequences selected for temporal coherence, meaningful action, camera motion, physical dynamics, and visual quality.
Clip · shot boundaries · motion labels · captions
Generation · world models · video understanding
“Move the key light 45° to the left.”
Input, instruction, and verified output triplets for local, global, semantic, stylistic, and compositional changes.
Source · instruction · target · edit mask · rubric
Image editing · instruction following · critique
Aligned spatial datasets that connect appearance to geometry across views, representations, and levels of detail.
Multiview · RGB-D · normals · point cloud · mesh
Reconstruction · simulation · spatial reasoning
Structured examples of visual judgment: composition, hierarchy, critique, iteration, and implementation.
Brief · assets · layout · critique · code · render
Design agents · UI generation · visual critique
Task-faithful evaluations that surface meaningful failure modes and measure whether a data intervention works.
Task design · rubrics · gold sets · expert review
Model selection · capability tracking · data strategy
Built to fit the stack
01 Schemas aligned to your training pipeline
02 Sampling and distributions designed around target behavior
03 Quality records attached at the item and collection level
04 Secure delivery in the formats your team already uses