Surf
Category: AI in Fintech
An AI-powered intelligence platform purpose-built for the crypto industry to provide real-time, hallucination-free research, market analysis, and on-chain execution. Surf was founded in 2024. The company is led by Ryan Li. Based in Palo Alto, USA. Team size: 10-50. Total funding raised: $15M. Latest round: Series A (Dec 2025). Key investors include Pantera Capital (Lead); Coinbase Ventures; Digital Currency Group (DCG).
AMW Analysis
Surf is an AI intelligence platform focused exclusively on the crypto industry, built to provide real-time research, market analysis, and on-chain execution while avoiding the hallucinations common to general-purpose language models in financial contexts. It grounds its proprietary model in live blockchain data and verified social feeds, positioning itself as a specialized alternative to broader LLMs for digital-asset tasks. The company was founded in 2024 and is based in Palo Alto.
News flow across the tracked period centers on a single event: a $15M Series A led by Pantera Capital, with Coinbase Ventures and Digital Currency Group also participating. Coverage of this round appeared repeatedly between December 2025 and March 2026, describing Surf's approach as a multi-agent architecture processing social sentiment, on-chain data, and token behavior, and noting plans to use the capital to develop a next iteration of its product. Reporting frames the raise within a broader industry shift toward verticalized, domain-specific AI agents rather than general-purpose models for crypto research and analysis, positioning Surf within that trend rather than as an isolated case.
AMW analysis, generated from 3 tracked news signals.
- Founded
- 2024
- Headquarters
- Palo Alto, USA
- Team size
- 10-50
- Total funding
- $15M
Value proposition
Eliminates AI hallucinations in financial contexts by grounding its proprietary model in real-time blockchain data and verified social feeds, offering 4x better performance on crypto tasks than general-purpose LLMs.
Products and solutions
Surf Chat / Research (AI crypto intelligence chat), CryptoPulse, Cryptopedia, Studio, Surf Pro (subscription tiers), Surf API / Chat API, MCP server, CLI, Agent skills, Surf Enterprise (SOC 2, institutional), Surf 2.0 (shipped Feb 2026; multi-step analytical agents)
Unique value
Often described as the 'Perplexity for Crypto,' it uses a domain-specific multi-agent setup to analyze social sentiment, on-chain activity, and market behavior simultaneously.
Target customer
Retail crypto traders, institutional investors, financial analysts, and Web3 developers.
Industries served
Fintech, Blockchain & Cryptocurrency, Artificial Intelligence, Data Analytics
Technology advantage
Leverages the 'Cyber AI' proprietary model trained on curated crypto-native datasets and real-time indexing of 100,000+ KOLs and 40+ blockchains. It benefits from deep synergy with the Cyber (formerly CyberConnect) social graph.
How they differentiate
Utilizes a domain-specific 'Cyber AI' model trained on curated crypto datasets, offering 4x better performance on crypto-specific tasks than general LLMs. It integrates real-time indexing of 100,000+ KOLs and 40+ blockchains to eliminate hallucinations in financial contexts.
Main competitors
Kaito AI, Perplexity AI, Arkham Intelligence
Key partnerships
IOSG (system design / AI research agent partner, Jul 2026), Four Pillars (Asia CEX research co-author), Defined (Chat API in Defined Codex), Pantera (bespoke research services)
Notable customers
500K+ users across 700+ organizations, case studies/design partners include IOSG, Four Pillars, Defined, Pantera Capital research team
Major milestones
Raised $15M Series A led by Pantera Capital with Coinbase Ventures and DCG (Dec 10, 2025), Invite-only launch Jul 2025; public launch Sep 2025, Surf 2.0 shipped (Feb 2026), SOC 2 Type II certification completed (zero exceptions), 500K+ users across 700+ organizations, IOSG system design partnership (Jul 2026); research collab with Four Pillars; Defined Chat API integration
Growth metrics
$15M raised (Dec 2025); Millions in ARR (at raise); 500K+ users across 700+ orgs; 6B+ onchain events; 17K+ crypto projects; 75+ protocols; Surf 2.0 shipped Feb 2026; SOC 2 Type II; Launched Jul 2025 (invite), public Sep 2025
Market positioning
Specialized AI intelligence layer for the crypto ecosystem, often described as the 'Perplexity for Crypto.'
Geographic focus
Global Web3 market with a primary operational focus in North America (Palo Alto, USA).
Patents and IP
No specific public patents disclosed; relies on proprietary datasets and domain-specific model architectures.
About Ryan Li
Ryan Li is a serial entrepreneur with a decade of experience in AI and blockchain. He is the co-founder of Cyber (formerly CyberConnect), a leading Web3 social network. Previously, he served as the CTO of BitTorrent following its acquisition by TRON. He also co-founded DLive, a decentralized live-streaming platform, and Lino Network. He holds a degree in Electrical Engineering and Computer Sciences from the University of California, Berkeley, where he conducted AI research.
Latest news about Surf
- Surf AI, a crypto-native AI intelligence platform founded by former UC Berkeley researcher Ryan Li, raised $15M led by Pantera Capital with participation from Coinbase Ventures and DCG. 🌊 Surf builds
- Surf has raised 15 million dollars in a funding round led by Pantera Capital, with participation from Coinbase Ventures and Digital Currency Group, to scale the first AI model purpose-built for digita
- Surf, an AI platform dedicated to crypto, has successfully raised $15 million in a funding round led by Pantera Capital, with participation from Coinbase Ventures and Digital Currency Group. This sign
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Official website: https://asksurf.ai
