Hubble AI
Structured on-chain data infrastructure for quant trading and AI agents
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About Hubble AI
Hubble AI is an on-chain data infrastructure platform that turns raw blockchain data into institutional-grade trading intelligence. It offers AI-generated dashboards, customizable data streams, whale tracking, and agent-native infrastructure (ERC-8004) designed for AI agents and quantitative traders.
Core value proposition: Hubble moves beyond traditional Quant 1.0 (rules-based, human oversight) toward Quant 2.0, where AI agents act as researchers, risk managers, and traders—collaborating on non-linear data streams and trading autonomously 24/7. Users can direct AI with simple language, democratizing quantitative trading.
Market pain points: Raw on-chain data is messy and hard to interpret; retail traders lack institutional-grade tools; AI agents need reliable, structured data feeds to operate effectively. Hubble solves this by filtering noise and delivering precise, actionable signals.
Recent development (H1 2026): Hubble co-sponsored the WEEX AI Trading Hackathon finals, providing dedicated prize pools and AI trading agents. In the preliminaries, 26 active Hubble users generated $16.7M+ trading volume, 86,000+ agent decisions, and 18,400+ agent trades within 14 days. 10 of 37 finalists were Hubble users, with top performers achieving +285.9% and +141.2% PnL during a market crash (ETH -30%, BTC -20%). Hubble also served as a Block Sponsor at Consensus Hong Kong 2026 (Feb 10-12), and its users claimed top positions in the WEEX AI Wars. The company is iterating on user feedback, with upcoming features including emergency position-closing buttons, AI-generated trade logs, and one-click strategy packs.
In August 2025, Hubble AI was selected for the YZi Labs EASY Residency and presented its on-chain data infrastructure vision at the NYSE Demo Day, gaining institutional recognition.
In November 2025, the team ranked Top 10 out of 475 projects at the ETHGlobal Buenos Aires hackathon, also winning two additional hackathon awards, validating its technical strength.
In December 2025, Hubble Signal officially launched, providing real-time CEX flow monitoring, marking the leap from infrastructure to a deployable product.
In February 2026, as co-sponsor of the WEEX AI Trading Hackathon, Hubble users contributed over 16.7M in trading volume, 86,000+ agent decisions, and 18,400+ agent trades. Among 37 finalists, 10 were Hubble users, proving the real-world capability of its AI trading system amid ETH's 30% drop and BTC's 20% drop.
These milestones together outline Hubble's complete development path from incubation, technical validation, product launch, to real-world testing.
Amy Xiao: Co-founder, CMO & COO of Hubble AI. She has 10+ years of experience in crypto markets and blockchain fintech. Previously served as CMO and Director of Operations at CrossSpace, driving Web3 social growth; earlier held marketing and institutional relationship roles at BYFIN and ADSS. She holds a Master's degree in Communication from Hong Kong Baptist University and a Digital Marketing Analytics certificate from MIT.
Leon Liu: Co-founder, CEO & CTO of Hubble AI. He has over a decade of traditional finance experience, including roles at Wall Street hedge funds Millennium and Point72, with deep expertise in systematic trading, portfolio construction, and risk management. He is also a well-known crypto thought leader with 90K+ followers on X. He leads Hubble's development of real-time on-chain data infrastructure for AI agents and quantitative teams.