Many organizations are moving away from Relational Database Management Systems (RDBMS) due to their inflexible structure, which can make it difficult to capture complex relationships between data points. Graph databases, on the other hand, offer a more intuitive and natural way of working with connected data by representing it as nodes and relationships. To fully leverage graph analytics, organizations need a robust data orchestration strategy that ensures their data is clean, organized, and ready for analysis. This process can be challenging at large scales, but using modern data platforms like graph database technology can make it more efficient. Graph analytics provide visual representations of data and relationships, allowing data scientists to quickly understand the structure and content of their data and identify patterns and trends. The partnership between Modak Nabu and Neo4j provides a powerful solution for data preparation, visualization, and orchestration, enabling organizations to prepare their data quickly and effectively for analysis using graph technology.