AI-Powered Data Intelligence for DeFi

We deliver data science, machine learning, and analytics solutions that drive protocol growth — from predictive models to real-time dashboards

100+
Dashboards Delivered
$10B+
TVL Analyzed
5+
Years Experience

Trusted by

Our team brings experience from leading crypto data firms, building data pipelines, behavioral labeling systems, and AI agents for blockchain analytics — deep expertise across EVM and non-EVM chains including Ethereum, Solana, Sui, and Sonic

Services

End-to-end data solutions tailored for DeFi protocols and crypto companies

AI & Machine Learning

AI-enhanced analytics and machine learning models purpose-built for blockchain data

  • Predictive models for protocol metrics
  • AI agents for blockchain analytics
  • Automated anomaly detection
  • LLM-powered data visualization

Protocol Analytics

Custom dashboards and analytics that transform onchain data into actionable insights — built on Dune, Flipside, and custom solutions

  • KPI tracking & real-time metrics
  • User behavior & retention analysis
  • Investor-ready reporting
  • Cross-chain analytics (EVM & non-EVM)

Risk & Incentive Analysis

Data-driven risk assessments and incentive modeling to optimize your protocol's growth

  • Protocol risk assessments
  • Tokenomics & incentive campaign design
  • Smart contract dependency analysis
  • Competitive landscape reports

Data Engineering

Scalable data infrastructure for crypto-native companies — from ETL pipelines to data warehouses

  • End-to-end pipeline architecture
  • Onchain & offchain data integration
  • Real-time data processing
  • Cloud infrastructure (AWS, GCP)

Why 4byte Research

We combine deep protocol expertise with institutional-grade data methodologies

01

Protocol-Native Expertise

Deep understanding of DeFi mechanics, tokenomics, and onchain behavior patterns from years of hands-on experience

02

AI-First Approach

We leverage cutting-edge AI and machine learning to automate insights, detect anomalies, and scale analysis

03

Battle-Tested Methods

Methodologies refined at industry-leading firms like Nansen and OpenBlock Labs, applied to your specific challenges

04

Actionable Outputs

Every deliverable is designed to drive decisions, not just display data — insights that move the needle

Coming Soon

Join Our Team

We're building a world-class team of data scientists, engineers, and analysts passionate about DeFi — positions opening soon for remote roles across data engineering, machine learning, and blockchain analytics

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Ready to Unlock Your Data?

Let's discuss how data-driven insights can accelerate your protocol's growth