Product attribute tagging, catalog data, image annotation, and document OCR, structured, consistent, and auditable.
Search, recommendations, and catalog systems need consistent, correctly attributed product data at scale, with QC that keeps every record trustworthy.
Attribute extraction and normalization for catalog enrichment and marketplace compliance.
Bounding boxes, polygons, and labeling for product images, lifestyle shots, and video.
Text extraction from receipts, labels, invoices, and packaging, structured and validated.
Attribute and category labeling that powers similarity search and discovery.
Classification and moderation data for reviews, Q&A, and user-generated content.
Multi-tier QC with batch-level reporting and label-level traceability.
Annotation follows your taxonomy and attribute schemas, not guesswork.
Domain-matched annotators that scale from pilot to enterprise volume.
Every batch ships with a quality report; every label is reviewable.
Send a small batch of your product data, we'll return labeled samples and a fixed-scope quote.
Request a Sample BatchProduct images, shelf and storefront scenes, and e-commerce catalogs, with object detection, segmentation, and attribute labeling for retail AI models.
Yes. Consented POV video and image collection of real shopping and storefront tasks from vetted contributors across LATAM and India.
Multi-tier QC with full traceability: guideline-driven labeling, automated validation, expert review, and batch-level accuracy reporting on every delivery.
Contact us with your data and guidelines. We run a small pilot batch first so you can validate accuracy before committing to full production.
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