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Clairva provides licensed, provenance-proven video datasets that help AI companies pretrain and fine-tune models to accurately represent the people, languages and realities of the Global South.
Enterprise-grade dataset pipelines · Clear rights · Verified sources · Built for model builders.
Billions of people across Africa, South Asia, Southeast Asia and Latin America remain underrepresented in foundation model training data. This leads to cultural blind spots, language bias, and weak real-world performance in emerging markets.
Limited authentic video data from the Global South. Models inherit Western cultural norms as default.
Unlicensed scraping creates legal and regulatory exposure. Compliance gaps threaten model deployment.
Models struggle with regional nuance, dialect, emotion, and cultural signals. Performance degrades outside Western contexts.
Clairva fixes the data layer.
Curated, rights-cleared libraries from broadcasters, producers and regional creators. Full audit trail from source to model.
Structured metadata, contextual tagging, scene segmentation and model-ready pipelines. Plug into your training workflow.
Culturally aware datasets covering language, environment, emotion and social context across underserved regions.
Designed for foundation model builders, enterprise AI teams, and sovereign AI initiatives.
From raw video to production-ready AI — an integrated stack built for model builders and enterprise teams.
Curated, rights-cleared video libraries from broadcasters, OTT platforms, production houses and creators across the Global South. Every frame comes with a full provenance audit trail.
Pre-trained and fine-tuned video models built on Clairva's licensed datasets. Designed for teams that need culturally aware AI without assembling their own training data.
Turnkey integration for teams that need video AI in production. From dataset curation to model deployment — a managed pipeline that plugs into your existing infrastructure.
Content sourced from regions that matter most for the next generation of AI models.
India, Sri Lanka, Bangladesh, Pakistan
Indonesia, Philippines, Vietnam, Thailand
MENA region, Sub-Saharan Africa
Brazil, Mexico, Colombia, Argentina
Clairva is a data infrastructure company that provides licensed, provenance-proven video datasets for AI training. It helps AI companies pretrain and fine-tune models to accurately represent the people, languages, and realities of the Global South.
Clairva provides over 30,000 hours of licensed video content covering 50+ languages across South Asia, Southeast Asia, Middle East, Africa, and Latin America. All content is rights-cleared with full provenance audit trails, available in pretraining and fine-tuning ready formats.
100% of Clairva's video content is rights-cleared. Every asset comes with a full provenance audit trail including consent, license, and attribution from source to model. Content is sourced from broadcasters, OTT platforms, production houses, and creators.
Clairva covers four major Global South regions: South Asia (India, Sri Lanka, Bangladesh, Pakistan), Southeast Asia (Indonesia, Philippines, Vietnam, Thailand), Middle East and Africa (MENA region, Sub-Saharan Africa), and Latin America (Brazil, Mexico, Colombia, Argentina).
Clairva is designed for foundation model builders, enterprise AI teams, and sovereign AI initiatives that need culturally diverse, licensed video data for pretraining, fine-tuning, and model evaluation.
Tell us about your use case. We'll share sample datasets and pricing.