Review software
The review software helps inspect uncertain labels, search transitions, and verify corrections. We sell the labels.
From robot video to training-ready physical-event labels.
- 1
Map the source data
We map episode IDs, camera streams, clocks, actions, and telemetry.
- 2
Align the clocks
Timing anomalies and coverage gaps are recorded.
- 3
Calibrate for the corpus
If the dataset includes physical sensors, we use them for calibration and quality checks. Otherwise, we use a corpus-specific review and validation protocol.
- 4
Generate the five signals
Each signal includes confidence and abstention. Haptica leaves a gap when the video does not support a label.
- 5
Check held-out data
Each dataset includes a quality report and known limits.
- 6
Deliver the labels
We deliver the labels as an ID-keyed overlay with a manifest, checksums, provenance, and a corrections history.