page / MENA · AFRICA
Regional human data, managed as one program.
Aria MENA connects collection, annotation and evaluation so the protocol and quality standard survive every handoff.
Egocentric and Physical-AI Data
First-person video and real-world task capture for robotics, embodied AI and multimodal systems.
Multimodal Data Collection
Coordinated image, video, audio, text and sensor collection under a defined program protocol.
Data Annotation
Human labeling, review and structured delivery for visual, language and mixed-modality datasets.
Multilingual Speech and Language Data
Native speech, transcription and language work designed for dialect, context and code-switching.
Human Feedback and Model Evaluation
Rubric-led preference, quality, cultural-fit and safety evaluation by relevant reviewers.
Domain-Expert AI Training
Specialist demonstrations and evaluation for tasks that cannot be judged by a general crowd.
01Designed around the model
Start with the failure you need to solve.
A useful data program begins with a target model behavior, a participant or environment profile, and a measurable acceptance standard—not a request for generic volume.
02One operating layer
Keep provenance and quality connected.
Collection choices affect annotation, evaluation and permitted use. Aria MENA keeps those decisions visible from pilot design through delivery.