About
Pond is building a decentralized Graph Neural Network (GNN) model for on-chain prediction. Raised $7.5M seed (Nov 2024) led by Archetype and cyber•Fund. Founded by Dylan Zhang and Bill Shi. GNN architecture predicts on-chain behaviors for price prediction, DEX liquidity optimization, security monitoring, and SocialFi. Partners with 0G Labs for data availability infrastructure.
Key Facts
- [1]Funding: Total funding: $8M. Last round: Nov 2024. Stage: Seed.
- [2]Employees: Employee count: 11-50.
- [3]Company Type: Token company (token-based project).
- [4]Web3: Web3 and blockchain technology company. Token-based project.
- [5]Website: Official website: pond.xyz.
- [6]AI Technology: Core AI/ML technologies: Graph Analytics.
- [7]Region: Region: Americas (United States).
Founder
Dylan Zhang
Co-founder & CEO
AI Technology
Graph Analytics
Graph neural networks for network analysis and relationship detection
Classification
Market Segments
Tech Stack Layers
Details
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Frequently Asked Questions
What is Pond?
Pond is building a decentralized Graph Neural Network (GNN) model for on-chain prediction. Raised $7.5M seed (Nov 2024) led by Archetype and cyber•Fund. Founded by Dylan Zhang and Bill Shi. GNN architecture predicts on-chain behaviors for price prediction, DEX liquidity optimization, security monitoring, and SocialFi. Partners with 0G Labs for data availability infrastructure. Pond is classified in the Trading & Markets segment at the Automation layer of the financial AI stack.
Who founded Pond?
Pond was founded by Dylan Zhang (Co-founder & CEO).
How much funding has Pond raised?
Pond has raised $8M in total funding, placing the company at the Seed stage. The most recent round closed in Nov 2024. Among 29 funded Trading & Markets companies, Pond ranks #23 by total capital raised. (Source: AIFI Map directory.)
What AI technology does Pond use?
Pond primarily leverages Graph Analytics technology. Graph neural networks for network analysis and relationship detection. Within the Trading & Markets segment, 1 companies use this technology.
What market segment does Pond operate in?
Pond operates in the Trading & Markets market segment. AI-powered trading and markets companies are transforming how financial instruments are bought, sold, and priced across global exchanges. These companies apply machine learning to algorithmic trading, market making, order execution, and quantitative strategy development.
Who are Pond's competitors?
Companies similar to Pond in the Trading & Markets space include Greenlite ($20M raised), QuantConnect ($2M raised), Composer ($17M raised), Trade Ideas, Trumid ($722M raised). These companies operate in related areas of financial AI: Greenlite focuses on ai agents that accelerate aml reviews. QuantConnect focuses on open-source algorithmic trading platform. Composer focuses on ai trading strategy builder without code. (Based on AIFI Map classification data.)
What products does Pond offer?
Pond builds automation-layer solutions for the financial services industry. The company's core offering: Crypto prediction with GNNs. The platform is powered by Graph Analytics technology.
Is Pond publicly traded?
Pond operates as a token-based project rather than a traditional equity-backed company. It is a Web3-native platform leveraging blockchain and decentralized finance.
Does Pond use Web3 or blockchain technology?
Yes, Pond incorporates Web3 and blockchain technology. Crypto prediction with GNNs. The project operates as a token-based platform. While not solely a crypto company, Pond leverages blockchain alongside its primary focus in trading & markets.