Represent! Clairva is a Singapore-headquartered company that builds licensed, high-quality datasets from regions such as SEA and the wider Global South.

• Now, they’ve just raised a $500K pre-seed round. 

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Investor check. Venture Catalysts led the round through their angel network. 

• Suraj Nalin (co-founder & ex-CTO, PlaySimple Games), Durgesh Kaushik (co-founder, Modveon), and other strategic investors across SEA and India joined in. 

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🏃🏼 In the real world

For AI models to understand the real world, they need real-world data. And that’s where Clairva comes in. 

• They provide AI labs, robotics teams, world models, and enterprise AI teams with licensed, provenance-backed multimodal datasets from India, Southeast Asia, and the wider Global South.

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🌐 Why this matters

With their datasets, AI models don’t just scrape data about the Global South from the web, but also from the real world. 

• Compared to other regions, global models aren’t as well-versed in the Global South. 
• Plus, for Clairva, AI models also need information on how people, objects, spaces (and more factors) behave in the physical world.

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✅ How it works

Clairva works with content owners, production houses, studios, archives, institutions, and contributor networks to source, license, and structure real-world data for AI training. 

• They’re also developing proprietary technology and internal IP across dataset ingestion, rights and provenance tracking, automated enrichment, metadata generation, action and object tagging, temporal segmentation, quality validation, and dataset packaging.

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🧐 What’s in store

They’ll use the $$$ to expand their licensed data supply network, deepen their enrichment and validation, strengthen their data operations, and open commercial engagements with global AI customers. 

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Watch out. Clairva plans to raise a $5M seed round later this year.