RAG is an advanced approach for building Large Language Model (LLM)-based systems capable of generating accurate, reliable, and contextually grounded responses by leveraging up-to-date information from an organization’s internal knowledge repositories. This method combines the generative power of AI language models with intelligent retrieval mechanisms that fetch the most relevant content from the organization’s knowledge base before formulating a response.

Search Engine Optimization (SEO) represents one of the most important and effective digital marketing strategies in the modern era, helping organizations and companies improve their online visibility and ranking, attract more potential and targeted customers by improving their website rankings in organic search results on various search engines, especially Google, which dominates the global market.

The Digital Government Authority in Saudi Arabia has developed a comprehensive and advanced methodology for measuring digital transformation 2025, which aims to enhance innovation, excellence, and improve government performance and services provided to citizens and residents through accurate and comprehensive assessment of digital infrastructure readiness, electronic service efficiency, and digital maturity level in different government entities.

N8N platform represents one of the leading and innovative solutions in workflow automation and business processes, combining advanced artificial intelligence capabilities with proven traditional automation to provide flexible, customizable, and developable solutions for organizations of all sizes and sectors, helping them improve their operational efficiency, reduce costs, and increase productivity.

Business Process Management (BPM) represents a fundamental and vital methodology for ensuring efficiency and effectiveness of business processes in modern organizations, helping organizations improve their operational performance, reduce costs, increase customer satisfaction, and achieve competitive advantage through continuous, systematic, and organized improvement, automation, and development of processes

Saudi Vision 2030 represents an ambitious, comprehensive, and integrated roadmap for transforming the Kingdom into a modern and technologically and economically advanced nation, with significant and strategic focus on digital transformation, emerging technologies, and innovation as fundamental and central drivers of sustainable economic growth, comprehensive development, and economic diversification away from dependence on oil.