# Problem Statement Despite the richness of blockchain data, meaningful intelligence remains difficult to extract. The core deficiencies can be summarized as follows: * Behavioral opacity: It remains unclear which types of holders dominate a token, how they behave under stress, and whether capital is stabilizing or destabilizing. * Data fragmentation: On-chain, off-chain, social, and liquidity information remain siloed, preventing a unified understanding of market structure. * Lack of interpretive frameworks: Tools present data, but few explain the “why” behind movements or identify emerging patterns before they materialize in price. * Insufficient machine accessibility: Even when insights exist, they often lack the structured formats required for quant strategies, bots, or autonomous agents. This gap limits market efficiency and increases systemic fragility, especially during high-volatility events. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.deciai.vip/introduction/problem-statement.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.