Supply chain software is crucial for modern logistics, helping businesses tackle complexities and inefficiencies. With increasing investments in technology and a growing focus on transparency and ethical sourcing, supply chain management software plays a critical role in optimizing planning, sourcing, logistics, and operational efficiency. However, it's just one piece of the puzzle, as modern supply chains face constant pressure from disruptions, evolving customer demands, and increased requirements for visibility and ethics. To build more resilient systems, leaders are turning to complementary technologies like graph databases, which model complex relationships within supply chains, reveal hidden patterns, and enable real-time decision-making. Graph technology enhances supply chain resilience and agility by providing a dynamic approach that helps companies respond effectively to disruptions and manage intricate web of their supply networks.