Your expertise as protected digital assets — usable but never exposed, owned by you.
democra.ai is a data-sovereign marketplace where human expertise is packaged into AI agents — usable but never exposed, owned by creators, not platforms.
Create skills from professional files, projects, or AI conversations
Decentralized frontend — listed, discovered, traded
Sandboxed TEE — agents get results only
Ownership & royalties via smart contracts
Validated the problem, built the product, and launched viral campaigns to prove market demand.
Zhejiang University PhD candidate in AI & Distributed Systems. 5+ years of research in ML, federated learning, and privacy-preserving computation. Deep understanding of AI democratization challenges.
Postdoc at Imperial College London, PhD from Zhejiang University. Expert in multimodal LLMs, vision-language alignment, and RL for foundation models. Core contributor to the LLaVA-OneVision-1.5-RL open-source framework.
Zhejiang University PhD (Chu Kochen Honors College). Research on modular LLM training, Mixture-of-Experts, agents & causal inference. Production experience at ByteDance, Alibaba & NetEase deploying large-scale AI systems.
Many platforms let creators package expertise — none combine decentralized sovereignty, usage-rights-only access, and cross-model openness.
| Year 1 | Year 2 | Year 3 | |
|---|---|---|---|
| Users | 1,000 | 15,000 | 100,000 |
| Skills Listed | 200 | 5,000 | 50,000 |
| GMV | $500K | $8M | $80M |
| Revenue | $50K | $1.2M | $12M |
We're looking for investors who believe the knowledge economy should remain in the hands of its creators.