Video annotation
Timestamp actions, identify interactions and describe what the footage supports.
Canadian experts label actions, interactions and outcomes in video.
Vehicles tracked across frames, with persistent object labels, motion paths and a defined crossing zone.
Timestamp actions, identify interactions and describe what the footage supports.
Review video descriptions and answers against visible evidence and task criteria.
Resolve ambiguity, correct labels and document the reasoning behind each decision.

Agree the footage, label schema, permitted use and acceptance criteria.
Review a shared sample. Resolve ambiguity before production begins.
Annotate the footage, check outputs and adjudicate material disagreements.
Deliver approved annotations, corrected examples and documented quality findings.
Assembly, maintenance and logistics sequences.
Actions · Constraints · CompletionTask demonstrations and human–object interactions.
Steps · Interactions · RecoveryMovement, instruction-following and task outcomes.
Motion · Sequence · ContextCaptions, temporal questions and scene descriptions.
Evidence · Timing · UncertaintyWork begins with client-approved footage. Collection and specialist capture are scoped separately.