Real-world, non-synthetic data. Every listing shows exact availability: packaged datasets can be sampled and licensed; commissionable programs are production capacity, never presented as completed inventory.
Purpose-built driving capture from environments underrepresented in autonomy corpora: unmarked roads, informal intersections, mixed traffic including motorbikes, tuk-tuks, livestock and dense pedestrian interaction, night driving and unpaved surfaces.
Use case
Autonomy and ADAS robustness · Mapping and perception · World models
Modality
Dashcam and in-cabin video, GPS, IMU and vehicle telemetry
Geography
Pending verification — Defined per program across Latin America, Africa, Central Asia and Southeast Asia
Volume
Pending verification — Defined per program: fixed monthly volume against a stated capture specification
Processing
Raw, processed, or annotated to buyer specification
First-person video of real household work — cooking, cleaning, laundry, tidying — captured in lived-in homes rather than staged environments, against a defined task list with dispatched and recovered wearable rigs.
Use case
Humanoid and embodied-AI policies · Manipulation learning · World models
Modality
Head- or chest-mounted egocentric video
Geography
Pending verification — Defined per program across the operating footprint
Volume
Pending verification — Defined per program: fixed monthly hours against a defined task list
Processing
Raw, or annotated (task segmentation, object and action labels) to buyer specification
Spontaneous, natural speech from native speakers outside studio conditions — real acoustic environments with engine noise, traffic and overlapping speakers — across languages underrepresented in commercial speech corpora.
Use case
Voice AI and ASR · Conversational models · Multimodal alignment
Modality
Natural speech audio; optional transcription and annotation
Geography
Pending verification — Defined per program across the operating footprint
Volume
Pending verification — Defined per program: fixed monthly hours
Processing
Raw, or transcribed and annotated (diarization, labels) to buyer specification