Beyond text.
Image, video, audio, and document understanding data for multimodal models.
Built around your model, data, and acceptance criteria.
We design multimodal datasets around the behavior your model must learn: grounded visual reasoning, long-form video understanding, speech and audio interpretation, or reliable extraction from complex documents. Each engagement starts with representative inputs, target outputs, edge cases, and a measurable acceptance rubric.
Vraify combines trained annotators with specialist review for charts, diagrams, technical documents, domain imagery, and multilingual media. Calibration rounds, provenance tracking, and layered quality checks help your team trace every label, explanation, and correction from source asset to final delivery.
Spec, deliver, verify. Every engagement scoped with your post-training team.
Services
Discuss multimodal needs.
Tell us what your model sees, hears, and reads.