# 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**.