LAYRA is an enterprise AI automation engine that processes visual documents using vision-driven retrieval-augmented generation. It executes complex multi-step agent workflows with full Python control, combining LLM capabilities (GPT-4o) with visual document understanding through ColPali. The system preserves document layout and graphical elements during retrieval and orchestration, enabling intelligent knowledge-base applications.