Allium is Now Available Through Google Cloud Marketplace
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What Is Onchain Data Normalization? Why Raw Blockchain Data Doesn’t Work
Key Takeaways: * Raw blockchain data can’t be used for high-level analysis * Onchain data needs interpretation * Data normalization is necessary to understanding onchain activity * Onchain data normalization is foundational infrastructure in every blockchain data stack * LLMs and AI systems require normalized data 💡What is onchain data normalization? Onchain data normalization
Why Blockchain Data Is Hard to Use and Not a System of Record
Key takeaways: * Blockchain data is not as straightforward as its transparent nature makes it seem * Different blockchains define data differently * Small differences in data interpretation can snowball into large inconsistencies * Blockchain isn’t yet a system of record — but it can be with the right crypto data infrastructure 💡What is
Blockchain Analytics Stack Explained: Architecture, Layers, and Tools
Most teams working with blockchain data eventually discover the same thing: analytics doesn’t come from a single tool, it comes from a stack. A blockchain analytics stack is a pipeline that transforms raw blockchain data into structured, queryable datasets. It includes layers for data ingestion, decoding, indexing, storage, and
AI Agents in Crypto: What the Agent Economy Needs to Scale
TL;DR * Agent economies are already emerging * Identity (ERC-8004) and payments (x402) solve trust and transactions * But agents still lack reliable onchain data * Without structured data, agents make silent, compounding errors * Onchain data is the limiting factor for scaling autonomous systems in crypto 💡What is the agent economy? The agent