# Overview Autonomous systems are advancing rapidly. AI models reason, agents plan, and robots act in increasingly complex environments. As these systems scale, a common failure emerges: **coordination**. Most autonomy stacks focus on intelligence and planning. **Execution is assumed to follow.**\ In real environments, this assumption breaks under delays, partial failures, and conflicting actions. **Assembly focuses on the layer between intent and execution.** It is not an AI model or a robotics controller. Assembly treats **coordination as a first-class systems problem**, where uncertainty and failure are normal operating conditions. #### What Assembly addresses Assembly is designed to resolve: * **Coordination failures** between multiple agents or machines * **Plan invalidation** caused by real-world uncertainty * **Execution drift** between intent and action * **Cascading failures** in multi-agent systems * **Rigid orchestration** that breaks outside controlled environments The goal is not perfect autonomy, but **reliable action at scale**. --- # Agent Instructions: 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.assemblyrobots.tech/overview.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.