This foundational white paper introduces the vision, architecture, and roadmap for building an AI Agent tailored for ERP system implementation. It outlines the modular architecture including a semantic knowledge base, NLP understanding, task automation, machine learning insights, and API integration. The agent is designed to reduce implementation costs, improve consistency, and enable intelligent automation across ERP modules like Oracle Fusion. Phased deployment strategy from PoC to specialization is detailed along with cost and future expansion plans.