Physical AI Data Solutions

Train robots for the real-world.

DATAmundi Can Help You Power the Next Generation of Robots.

Expanding into new markets means adapting language, culture, context, and user experience. A literal translation can communicate the words while missing the meaning.

Global Data Collection + Annotation

Including concurrent spoken narration, detailed contextual metadata, 200+ languages.

Culturally + Environmentally Specific

Spanning diverse environments and collection devices for commercial and domestic collection. 

Scalability

From pilot to global program and deployment.

Trusted by Leading AI Teams
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Physical AI Data Capabilities

Forbes Technology Council Logo

Robots Don’t Have a Culture Problem but Their Training Data Does

A Robot Trained in Texas Might Struggle in Tokyo.

Forbes Technology Council Article by DATAmundi CEO, Véronique Özkaya

Physical AI Data Capabilities

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DATAtalent Global Network of AI Contributors

Collection, annotation, labeling and evaluation solutions across the globe. Multilingual, multicultural.

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AIDA Hub Integrated Collection + Annotation Platform

Secure and centrally managed for efficient data pipeline acquisition and collection.

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In-House Experts

Advising on operational workflows and collection guideline specifications. 

Expert Insights

A Practical Guide to Physical AI Data Collection

Expert Insights

Global Language Expertise, Built for Scale

Experienced linguists and specialists bring language and cultural context to every project.

Support across languages, markets, and cultural environments.

Flexible workflows, CAT tools, CMS/TMS integrations, APIs, and AI-assisted translation.

Multi-stage linguistic review and QA help maintain accuracy and consistency.

Client Stories. See Proven Results with Leading AI Teams.

Explore Our Latest Insights & Research

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