Label design
A scoped action taxonomy and explicit boundary rules.
SCOPED BEFORE DATA MOVES
Prove the workflow on a small, useful batch.
Send the requirement—not the footage. We review fit, clarify the label schema and agree the secure transfer path before production begins.
Indicative 48–72 hour pilot after scope acceptance Private project access QC report included
WHAT THE PILOT TESTS
A real delivery, not a sales demo.
Production quality
Frame-aligned annotations, automated checks and human review.
Usable handoff
Versioned JSON, JSONL or CSV plus manifest and QC summary.
Pricing follows scope review.
Volume, label complexity, footage quality and turnaround determine the quote. No footage or paid work begins without an accepted scope.