Get a knowledge graph of business data connects disparate pieces of information (customers, products, transactions, campaigns) into a unified network of relationships, not just isolated tables. Key benefits: 1- Unified view across silos: Links CRM, ERP, marketing, and support data without manual joins. 2- Smarter insights: Reveals hidden patterns (i.e “customers who buy X often ask about Y”). 3-Faster, contextual answers: Enables natural language queries like “Show top products purchased by high-value customers last month.” 4 Real-time decision making: Dashboards and alerts can traverse relationships instantly. 5- Better personalization: Recommends next-best actions based on connected behavior chains. 6 Reduced data prep: Analysts spend less time joining tables and more time analyzing. For an analytics dashboard, a knowledge graph would help answer cross-channel questions (i.e “Which ad campaigns drive the most repeat purchases among enterprise clients?”)