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Annotation Reviews
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Annotation review: Video tags
Date:
Mar 12, 2026
Role:
Video annotation
Capabilities
Contracts, tax forms, and payments handled per-expert, per-jurisdiction, so you're never the employer of record.
Experts are ready to work inside your systems and tooling from day one, and cleanly rolled off when the engagement ends.
Project-specific training modules so experts are calibrated to your rubric before they touch production data.
A single channel to message, and send announcements to experts on the project.
Modalities
Millions of images filtered, cleaned, and annotated by experts, plus adversarial and bias stress-testing and private, domain-specific benchmarks.
Structured video annotation and tagging for computer vision and multimodal understanding, at production scale.
Annotation and evaluation from listeners and sound specialists, covering accents, emotion, and natural conversation.
Evaluations led by musicians, producers, and audio engineers, plus SFT datasets and licensed recordings sourced through label and studio partnerships.
Works
Coactive
Video annotation for computer vision
2,003 video summaries · 2,003 tagging records · 100-tag taxonomy · No-LLM policy
Treeswift
Forestry computer vision dataset
11,000 annotated tree records · 12 production batches · ISA-certified arborists
