Cambrian

Build financial
agents that win

Cambrian provides onchain and offchain data for automated financial decision-making. Outsmart the market with fast, complete, and verifiable financial intelligence.

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BACKED BY

CSX logo.
Blockchain Builders Logo.
Stanford Blockchain Accelerator Logo.
The Graph Logo.
+ ANGELS IN
THE GRAPH ECOSYSTEM

FAST

Being first-to-know means you or your autonomous AI agent can be first-to-act. Cambrian provides fresh, low-latency data.

COMPLETE

Eliminate your agent's blindspots. Tap into live and historical onchain data, as well as offchain data like social sentiment and news.

VERIFIABLE

From optimistic today to verifiable in the near future, Cambrian empowers you to build with your desired level of consensus.

DATA INFRASTRUCTURE FOR
THE CAMBRIAN EXPLOSION OF AGENTS

What is Cambrian Network?

Cambrian is an AI infrastructure protocol that turns onchain and offchain data into rapidly accessible financial intelligence. Cambrian's capability is powered by a decentralized network of validators indexing blockchain data while extracting offchain data at high speeds. Crosschain DeFi metrics, wallet activity, price and volatility forecasting, social sentiment, news, and code repository analysis are just a few examples of Cambrian's financial intelligence.

Cambrian Network Diagram

Much like Earth's Cambrian Era saw an explosion of life, we're now witnessing parallels with crypto's explosion of autonomous agents. Cambrian is designing data infrastructure to serve the needs of today's human-guided agents while also preparing the foundation for the near future, where agents will consume more data in a minute than any human could consume in a lifetime.

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As AI and crypto converge, the Cambrian ecosystem is on a mission to accelerate an optimistic vision of the future, contrary to the trope of robot dystopia. Let’s build a better, more solarpunk world — one in which humanity, AI, and nature all thrive in harmony.

Cambrian vs. RPC

RPC servers are great for accessing up-to-date blockchain data. However, using RPCs to retrieve historical data is expensive, and in some cases impossible. Cambrian turns low-level blockchain data, social sentiment, reports, and news into actionable financial intelligence through easy-to-use APIs. These APIs offer significant advantages over outdated RPC calls. Let’s compare!

Use Case Data NeedsCambrianRPC
Live and historical DEX liquidity provider and pool statistics
Wallet activity for users tracked across different chains
Lending protocol live and historical data and statistics
Monitoring risk of leveraged position liquidation
Tracking meme tokens for risk or history of rugging
On-demand social sentiment for any onchain project

Unlock New Use Cases

Here are just a few examples of what you can build at the intersection of AI and DeFi using Cambrian data:

Agents of Alpha (AoA): Build agents that leverage onchain and offchain sources to provide alpha and inform decision-making of value. The Cambrian team has already built one example: Deep42.

Automated Liquidity Provisioning: Manage liquidity positions (LP) and profit from trading volume in decentralized exchanges. Create fixed strategies based on recent trading behavior, or dynamic ones using reinforcement learning techniques.

Risk-Adjusted Portfolio Rebalancing: Deploy specialized portfolio agents that autonomously rebalance portfolios to match investor risk-reward preferences. Cambrian provides historical data to portfolio agents to update or estimate risk profiles.

AGENT SPOTLIGHT

See Cambrian data in action

Meet Deep42, an agent fine-tuned for DeFi insights. Deep42 is actively eating the world's onchain and offchain data, converting both into hyperaware DeFi alpha. Better alpha enables you to make better DeFi decisions.

Deep42 is an example of what developers can build with Cambrian data.

What will you create with rich, complete data?

How to use Deep42? For now, follow @DeepFortyTwo on 𝕏 for daily, high-signal analyses. Deep42 is evolving rapidly, with more features to be unearthed soon.

CONNECT WITH DEEP42

Roadmap

Cambrian is on a (r)evolutionary road to better serve the needs of humans and agents alike in an unprecedented era of agentic growth. Cambrian's focus begins with breadth of data and speed of access, before augmenting verifiability, new data types, increased sovereignty and beyond.

TESTNET & MAINNET LAUNCH
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Meet the Team

Cambrian was born in The Graph ecosystem. The highly-efficient data extraction Graph technology, Firehose, is an integral part of Cambrian's tech stack.

The founding team of Cambrian has deep experience in blockchain data, verifiability, and AI, having spent a cumulative 13+ years working in The Graph ecosystem.

A photo of Sam Green.
SAM GREEN, PhDCHIEF EXECUTIVE OFFICER, FOUNDER

Sam was previously a cofounder and CTO of Semiotic - a Graph core dev team that also created Odos. He has a Reinforcement Learning PhD and spent 5 years in cryptography.

A photo of Brian Berman.
BRIAN BERMANCHIEF MARKETING OFFICER

Brian has been working in marketing for 11+ years, with close to 4 years experience full-time in web3. Previously, Brian contributed to The Graph as Edge & Node’s product marketer.

A photo of Tumay Tuzcu.
TUMAY TUZCUPRINCIPAL ENGINEER, INDEXING & DATABASES

Tümay enhanced data coverage and accessibility in The Graph for 2 years. He also brings over a decade of experience architecting systems for a Fortune 500 company.

A photo of Ricky Escalpon.
RICKY ESCLAPONSR. DATA AGENT ARCHITECT

Ricky has 10 years of professional experience working with data. Prior to Cambrian, he spent close to 4 years as a data scientist at Edge & Node working on The Graph.

A photo of Tatu Rosati.
TATU ROSATISOFTWARE ENGINEER, VERIFIABILITY & NETWORK

Tatu has 5 years of experience as a software engineer, having spent 2 years full-time in web3. Tatu was responsible for implementing The Graph's first cryptographic verifiability solution.

A photo of Doug Millett.
DOUG MILLETTPRODUCT LEAD

Doug has 6+ years of full-time experience in web3 and AI. While with The Graph and Blockdaemon, he led products across DeFi, infra, wallets, and blockchain data APIs.

A photo of Jason Brannigan.
JASON BRANNIGANCONTRIBUTOR

Jason has been investing in web3 for 10+ years, with the last 3+ years as GP of Kronos Ventures. Previously, he spent 5+ years as part of a team managing a $5B pension fund.

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Get on the pre-launch waitlist

Litepaper, API beta access, new agent capabilities, details on network and community roles, plus more exciting alpha dropping soon. Be the first to be notified — sign up for the waitlist.

GET ON WAITLIST
COMING SOON