Award · AI & Deep Tech

Clairva raises $500,000 in pre-seed funding for AI training data

By Startup Enthusiast · 15 August 2026

What they do

Clairva converts real-world video into structured behavioural signals for AI training, fine-tuning and evaluation

The startup raised $500,000 in pre-seed funding led by Venture Catalysts

Clairva targets markets in India, Southeast Asia and the Global South where AI training data is scarce

Clairva is an AI startup that converts real-world video into structured behavioural signals for training world models, embodied agents, robotics and multimodal reasoning.
The startup raised $500,000 in pre-seed funding led by Venture Catalysts.
Clairva's pipeline structures elements such as movement, object interaction, task sequence, gesture, speech and cultural context, combined with consent, licensing, provenance and usage-right information.
The output is a model-ready dataset whose origin, permissions and structure are known.
Clairva is deliberately building deep supply in markets where AI training data remains thin: India, Southeast Asia and the wider Global South.

India's AI story is moving beyond building general-purpose models and focusing on infrastructure, data and applications that can make AI work for India and give Indian companies an edge in global markets.
The IndiaAI Mission, with an outlay of roughly ₹10,300 Cr, is backing around 20 indigenous sovereign AI model proposals.
Indian AI startups raised $676 Mn in the first six months of 2026, nearly four times the amount raised during the same period last year.

Clairva turns behavioural video into structured training signal for world models, embodied agents, robotics and multimodal reasoning.
The startup does not sell raw footage but sells structured behavioural intelligence that the next generation of AI models can actually learn from.
Clairva sources rights-aware video from professional libraries, first-person capture and consented cohorts across the Global South.
The footage is processed and annotated across visual, human, audio and behavioural layers at frame-level fidelity.
Clairva delivers structured outputs through secure pipelines and APIs for training, fine-tuning and evaluation.
The startup targets AI labs, data infrastructure companies, robotics teams and enterprise model builders.
Clairva's data pipeline includes 50+ languages and covers 4 Global South regions.

Clairva is targeting a combination of markets, including the AI training dataset market and the embodied AI market.

Venture Catalysts (lead) — A venture capital firm focused on early-stage startups.

Product: Licensed, provenance-backed datasets for AI foundation models, embodied AI, robotics, and autonomous systems with clear usage rights
Customers: Global AI companies and research organizations building foundation models, embodied AI systems, and autonomous technologies
How it makes money: Data licensing and provisioning services for AI model training
What sets it apart: Focuses on datasets with clear usage rights and cultural context; works with content owners, production houses, studios, and archives; Global South focus with India, Southeast Asia emphasis
Operations: Sources, licenses, and structures real-world data for AI training across multiple content verticals