LYS Labs Proprietary Data Pipelines
A deep dive into our tech stack
In Web3 today, one of the biggest challenges is finding reliable, accurate, and consistent data pipelines. Many existing solutions suffer from latency, incomplete data structures, and a lack of cross-chain compatibility—making it difficult for traders, AI agents, and DeFi protocols to operate efficiently. Additionally, very few pipelines offer event-driven data that allows for real-time decision-making.
LYS Labs has built a next-generation blockchain data pipeline that not only ensures high accuracy and consistency but also introduces block-by-block processing, unlocking massive value for specialized users like MEV searchers, high-frequency traders, and AI-driven investment models.
This article explores how LYS Labs' real-time, cross-chain, and structured data pipeline is redefining Web3 intelligence by offering block-level precision, event-driven insights, and seamless off-chain data integration.
1. The LYS Advantage: Processing Data Block-by-Block
Why Most Data Pipelines Fail in Web3
Most blockchain data providers rely on batched or delayed data, making it difficult to capture the exact state of the chain at a given moment. This is especially problematic for:
MEV searchers who need precise transaction order data to execute profitable arbitrage or frontrunning strategies.
Traders and DeFi protocols that require real-time insights into liquidity shifts and token movements.
AI models and analytics tools that demand structured, complete, and timely data to generate accurate predictions.
LYS’ Block-by-Block Processing: Unlocking a New Level of Insight
Unlike traditional pipelines, LYS Labs processes data block by block—meaning it captures every transaction, balance update, liquidity shift, and smart contract execution with near-zero latency.
By indexing entire blocks rather than isolated events, LYS provides:
✅ Accurate state tracking: Ensures every transaction is contextually correct within the block.
✅ Real-time MEV analysis: Allows MEV searchers to analyze transaction ordering and bundle optimizations with precision.
✅ Granular liquidity and arbitrage insights: Helps traders see true price movements rather than relying on delayed API calls.
This block-by-block approach enables faster, more accurate decision-making, giving users an unmatched edge in DeFi, MEV strategies, and AI-driven analysis.
2. Real-Time Processing for EVM & Solana
EVM Data Pipeline
LYS Labs maintains high-performance Ethereum (EVM) nodes that stream real-time, structured blockchain data. This includes:
Transactions and gas fees
Smart contract interactions
Token swaps and liquidity pool updates
Flash loan events and liquidation alerts
By processing EVM data in real-time, LYS ensures that traders and DeFi protocols always have access to the latest market data, reducing information lag and execution errors.
Solana Data Pipeline: Sub-20ms Processing
Solana presents a unique challenge with 2,000–3,000 transactions per block, produced every 400ms. LYS Labs has developed an ultra-fast Solana data pipeline that processes entire blocks in under 4ms—far ahead of competitors that take 30 seconds or more.
How LYS Solana Pipeline Outperforms Others
🚀 Token Swap Summaries: Candle data (OHLCV) for DEX swaps is available instantly after each block.
🚀 Liquidity Intelligence: Pool balance updates and liquidity shifts are processed in real-time.
🚀 Arbitrage Tracking: MEV traders can track price discrepancies across AMMs (Raydium, Orca, etc.) within milliseconds.
With this high-speed data delivery, Solexys, AI-driven hedge funds, and institutional traders stay ahead of the market, making real-time data-driven trades with confidence.
3. Cross-Chain and Off-Chain Data Integration
Cross-Chain Insights: One Unified Pipeline
One of Web3’s biggest gaps is a lack of reliable cross-chain data pipelines. LYS Labs solves this by:
Integrating real-time EVM and Solana data into a single structured dataset.
Providing unified wallet tracking across multiple chains.
Monitoring cross-chain liquidity movements, enabling faster arbitrage and bridge tracking.
For DeFi traders, liquidity providers, and AI-driven funds, this means better capital efficiency, smarter trading, and reduced risk.
Off-Chain Data for a Complete Market View
Beyond blockchain data, LYS Labs can integrate off-chain intelligence such as:
Social sentiment analysis (Twitter, Telegram, Discord).
Regulatory and compliance data for institutional funds.
On-chain governance tracking for DAOs and DeFi protocols.
This multi-dimensional data approach enables more informed investment strategies, making LYS the go-to pipeline for sophisticated traders, AI models, and institutional investors.
4. Ontology Builder: Structuring Data for AI & Analytics
Why Ontologies Matter in Blockchain Data
Raw blockchain data is often messy and unstructured, making it difficult for AI models, trading algorithms, and institutional investors to extract value. LYS solves this with its Ontology Builder, which:
Defines structured relationships between wallets, contracts, and tokens.
Creates knowledge graphs that allow AI models to query context-rich blockchain data.
Improves risk assessment by identifying network relationships and potential threats.
Graph-Based Data Structuring for AI & Machine Learning
LYS Labs' graph database ingestion pipeline converts raw blockchain data into structured knowledge graphs, enabling:
🧠 AI-Powered Investment Strategies: Predictive models that analyze liquidity movements, whale activity, and price trends.
🛡️ Security & Anomaly Detection: Graph Neural Networks (GNNs) to detect wallet clusters, fraudulent transactions, and wash trading patterns.
📊 Data-Driven Decision Making: Institutions can query structured blockchain data for governance analysis, DeFi risk management, and trade optimization.
By adding semantic meaning to raw blockchain data, LYS ensures that both humans and AI agents can extract actionable insights with ease.
5. The Future of Web3 Data with LYS Labs
The LYS Data Pipeline is more than just a blockchain indexer—it is a fully structured, real-time, and intelligent data engine that powers the next generation of Web3 applications.
✅ Block-by-block processing provides unmatched accuracy for MEV traders, DeFi analysts, and institutional investors.
✅ Real-time EVM & Solana pipelines deliver actionable data in milliseconds.
✅ Cross-chain and off-chain data integration creates a holistic market view.
✅ Ontology-driven structuring makes blockchain data usable for AI, trading bots, and advanced analytics.
For anyone looking to unlock the full potential of blockchain data, LYS Labs is setting the gold standard—ensuring that Web3 intelligence is faster, smarter, and more actionable than ever before. 🚀