AXYS automatically detects and maps data schemas from all connected sources, standardizing field names, data types, and relationships for unified analysis. In addition to automatic harmonization, AXYS offers intelligent and manual tagging options, lets you overwrite field names, and allows you to create custom relationships between sources or fields—all with no code required. These flexible tools make it easy to tailor your data model, combine complex data sets, and adapt transformations for your specific business needs. Whether you need fully automated mapping or hands-on customization, AXYS ensures your data is always organized, consistent, and ready for advanced analytics or AI projects.