Ambrose
Groups

Precise video labels.
A reviewable record of every action.

From first-person tasks to hand–object interactions, we turn video into time-aligned labels your team can inspect.

Time-aligned segmentsAction · object · handIndependent reviewStructured exports

The deliverable

Clear enough to check.
Structured enough to use.

Illustrative label format. Your project’s vocabulary, timing and acceptance criteria are agreed before work begins.

ANNOTATION SAMPLEIllustrative · not client footage

Time (s)	Segment label	Action	Object	Hand
00–05	pick up cup with right hand	pick up	cup	right
05–10	pass cup to left hand	pass	cup	left
10–15	place cup on table with left hand	place	cup	left

Services

Time-aligned labels that describe each action, with consecutive segments and clear start and end times.

Identify what is handled, which hand is used and how the action unfolds, following your labelling guide.

Separate labelling and audit stages, scored decisions and a further review path for disagreements.

Structured label data and playable review files with time-aligned captions, actions, objects and hands.

Quality & accountability

Agree the standard. Review a sample. Inspect the results. Build the dataset around your requirements, not a generic promise.

01
Train to the task
Labelling notes and scored video tests prepare annotators for the required format.
02
Review the work
Auditors review labels against the video. Disputed decisions can be checked by another reviewer.
03
Check the structure
Short clips, consecutive timestamps and complete labels are checked before eligible videos enter export.
04
Keep the record
Reviewer attribution and label history make decisions traceable through revisions.

Start a conversation

Tell us about your footage, labelling guide, output format and timeline. We’ll discuss the scope and a pilot before you commit.

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