# Machine-Oriented Design DeciAI is built for algorithmic systems as much as for human analysts. This requires outputs that are deterministic, composable, and easily integrated into execution engines or reasoning agents. Key properties include: * Versioned schema for intelligence signals * Stable endpoint definitions * Event-driven intelligence streams * High-availability infrastructure supporting real-time consumption This machine-first orientation ensures DeciAI remains compatible with advanced automated systems and high-frequency execution pipelines. --- # 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/design-principles/machine-oriented-design.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.