The data is complex. The way forward is clear.
Collection, annotation, and quality operations built around your data, your domain, and your model’s requirements.
Give your model a clearer view.
From object detection to complex scene understanding, we build precise annotations that retain context across frames.
Keep the geometry. Preserve the context.
Changing viewpoints demand consistent spatial labels. We annotate synchronized views, cuboids, lanes, and relationships with careful human review.
Turn the cuboid to match the scanned car, with FRONT at the hood. Check it from every view, then score it. Only a heading within 1° is accepted.
Drag horizontally to orbit the scene. With a keyboard, use the arrow keys to change the view, Home to reset the view, and Escape to pause. The front, side and top buttons show views aligned to the cuboid, so they turn with it. Vertical touch gestures scroll the page. Use the cuboid heading slider or the one degree buttons to turn the cuboid, then Check fit to score it against the reviewer’s cuboid.
Structure gives the words meaning.
Sections, tables, lists, and hierarchy carry information that OCR alone can miss. We validate the structural layer before extracting entities and relationships.
Connect what is said to what is happening.
Build data workflows for transcription, speaker identification, and tasks that connect audio with other modalities.
Audio Workflow
A reliable dataset takes more than labels.
Bring your existing data or start with collection. We curate, clean, enrich, and review the dataset against an agreed rubric before delivery.
- Collect &Curate
- Clean &Normalize
- Enrich &Annotate
- Review &Deliver
The next breakthrough starts with better data.
Show us the data, the edge cases, or the gap. We’ll help shape the workflow that moves you forward.
Talk about your project