Trusted By Leading Web3 Companies

What They Say

Instrumental in building our analytics capabilities

“Vincent from Unchain Data was instrumental in building Morpho Labs' Data & BI capabilities.”

Morpho Labs

Paul Frambot, CEO

Exceptional strategic and analytic skills

“I highly recommend Vincent from Unchain Data for any data analytics need that requires a strategic thinker, problem solver and technical skills.”

Binance

Demis Bhojoo, Analytics Manager

Sharp analytical thinking for product decisions

“Vincent from Unchain Data ramped up fast on our stack and brought sharp analytical thinking to our product decisions. Strong mix of Solana onchain and product analytics, rare to find both.”

Orca

Meep, CTO

Web3 Protocols & Infras

•Track adoption, retention, and liquidity across custom data sources
•Index events from non-standard chains, testnets, or proprietary contracts
•Build internal datasets that go beyond what public dashboards can show

Exchanges and Fintechs

•Connect onchain activity to internal product and growth data
•Build real-time feeds for trading, risk, or compliance workflows
•Structure cross-chain datasets for wallet, DeFi, or bridge features

VC Funds and Institutions

•Validate protocol fundamentals with custom data extraction
•Build repeatable research pipelines across portfolio companies
•Access structured onchain data without maintaining infrastructure in-house

Instrumental in building our analytics capabilities

“Vincent from Unchain Data was instrumental in building Morpho Labs' Data & BI capabilities.”

Morpho Labs

Paul Frambot, CEO

Exceptional strategic and analytic skills

“I highly recommend Vincent from Unchain Data for any data analytics need that requires a strategic thinker, problem solver and technical skills.”

Binance

Demis Bhojoo, Analytics Manager

Sharp analytical thinking for product decisions

“Vincent from Unchain Data ramped up fast on our stack and brought sharp analytical thinking to our product decisions. Strong mix of Solana onchain and product analytics, rare to find both.”

Orca

Meep, CTO

Web3 Protocols & Infras

•Track adoption, retention, and liquidity across custom data sources
•Index events from non-standard chains, testnets, or proprietary contracts
•Build internal datasets that go beyond what public dashboards can show

Exchanges and Fintechs

•Connect onchain activity to internal product and growth data
•Build real-time feeds for trading, risk, or compliance workflows
•Structure cross-chain datasets for wallet, DeFi, or bridge features

VC Funds and Institutions

•Validate protocol fundamentals with custom data extraction
•Build repeatable research pipelines across portfolio companies
•Access structured onchain data without maintaining infrastructure in-house

Live Demo

Real-Time Multi-Chain Trading Charts

Live trading charts streaming DEX data across 4 EVM chains & Solana. Built with TypeScript and TradingView Charts, benchmarking REST API calls vs WebSocket latency in real time.

0:00 / 0:00

Capabilities

What We Build

Direct access to raw onchain data when standard tools fall short.

RPC and Node Data

Extract raw transaction, event, and state data directly from blockchain nodes.

GraphQL and Subgraphs

Build and query subgraphs for structured access to protocol-specific onchain events.

Third-Party API Integration

Pull data from DefiLlama, CoinGecko, Nansen, or any external source into your pipeline.

Testnet and Non-Standard Chains

Index data from testnets, appchains, or chains not yet supported by standard analytics tools.

Clean data delivered where your team needs it, ready to query from day one.

Warehouse Architecture

Structured data pipelines into Snowflake, BigQuery, or PostgreSQL for your internal teams.

Internal APIs

Custom REST or GraphQL endpoints serving cleaned onchain data to your product or research tools.

Structured Datasets

Clean, documented tables ready for product, growth, research, or investment analysis.

Schema Design and Documentation

Well-documented data models so your team can query independently after delivery.

Direct access to raw onchain data when standard tools fall short.

RPC and Node Data

Extract raw transaction, event, and state data directly from blockchain nodes.

GraphQL and Subgraphs

Build and query subgraphs for structured access to protocol-specific onchain events.

Third-Party API Integration

Pull data from DefiLlama, CoinGecko, Nansen, or any external source into your pipeline.

Testnet and Non-Standard Chains

Index data from testnets, appchains, or chains not yet supported by standard analytics tools.

Clean data delivered where your team needs it, ready to query from day one.

Warehouse Architecture

Structured data pipelines into Snowflake, BigQuery, or PostgreSQL for your internal teams.

Internal APIs

Custom REST or GraphQL endpoints serving cleaned onchain data to your product or research tools.

Structured Datasets

Clean, documented tables ready for product, growth, research, or investment analysis.

Schema Design and Documentation

Well-documented data models so your team can query independently after delivery.

How We Ship

From Brief to Pipeline in Days

01

Scope Call (20 min)

We align on your data needs: chains, contracts, latency requirements, and how the output will be used.

02

Build and Iterate

We design the pipeline architecture and build in short cycles. You see working output early, not after weeks of silence.

03

Deliver and Support

You get production-ready pipelines with documentation. Optional ongoing maintenance, monitoring, and iteration support available.

Start With a 20-Minute Scope Call

Tell us what data you need. We'll outline the pipeline architecture and timeline within 48 hours.

Book a Call Message on Telegram

Who You'll Work With

Vincent Charles

Founder, Unchain Data

Prev. Data & BI Lead at Binance and Morpho

$160B+

CEX strategy supported

$5B+

DeFi TVL analyzed

6+

Web3 protocols & funds advised

•Built data and BI functions from zero at Binance and Morpho Labs
•Advises Web3 founders, CTOs, and funds on data strategy, KPI design, and OKR frameworks
•Works across DeFi, DAOs, infrastructure, and other Web3 projects
•Methodology drawn from systems designed and run at scale at Tier-1 projects

Common Questions

Frequently Asked Questions

Dune is the fastest path when your data lives on supported chains and standard query patterns work. Custom pipelines are for everything else: real-time feeds, non-standard chains, cross-chain datasets, internal warehouse architecture, or data that Dune can't access. Many clients start with Dune and graduate to custom pipelines as needs grow.

All major EVM chains, Solana, and 100+ networks with accessible data. We also integrate third-party APIs (DefiLlama, CoinGecko, Nansen) and can work with testnets, appchains, or proprietary data sources.

Both. Some teams need a one-off pipeline delivery with documentation. Others work with us on an ongoing basis for monitoring, iteration, and new data source integration. We scope both options in the initial call.

Explore

Strategy to execution. One relationship.

Not sure which engagement fits? Start with a discovery call.

Advisory

Services

Custom Onchain Pipelines for Web3 Teams

What They Say

Real-Time Multi-Chain Trading Charts

What We Build

RPC and Node Data

GraphQL and Subgraphs

Third-Party API Integration

Testnet and Non-Standard Chains

RPC and Node Data

GraphQL and Subgraphs

Third-Party API Integration

Testnet and Non-Standard Chains

From Brief to Pipeline in Days

Scope Call (20 min)

Build and Iterate

Deliver and Support

Start With a 20-Minute Scope Call

Frequently Asked Questions

Strategy to execution. One relationship.

Fractional Head of Data

Data Advisory Call

Data Strategy Audit

Web3 OKR Strategy

Dune Dashboards

Web3 Product Analytics

Web3 Attribution

Web3 SEO and AI Search

Onchain Pipelines