What We Do
End-to-end data collection, done right
From contributor briefing and recording to QA review and annotation delivery — every project runs through a structured, repeatable pipeline.
We run end-to-end data collection projects — from contributor briefing and recording to QA review and annotation delivery. Our focus is task-specific, environment-specific data from Indian manufacturing settings: auto components, electronics assembly, and pharma packaging.
How We Do It
In-house execution team
Trained contributors with head-mounted rigs, briefed on narration and hand visibility standards.
Factory floor access
Direct relationships with manufacturing facilities across India, with employer-level consent frameworks.
Structured QA pipeline
Every video reviewed against narration quality, PII checks, hand visibility, and file standards before delivery.
Annotation
Temporal/action labels, object annotation, pose/keypoint, and task state labels on top of raw footage.