Observability for data qualityStrong typing + stats reports help you quickly separate data issues from configuration issues.Open stats report
Built-in transforms (plus Groovy)Mask, filter, enrich, and cast types with built-in transformers, or write Groovy for custom logic.Learn transforms
Operable, high-throughput syncDefine the job once, run via CLI anywhere—ideal for CI/CD, schedulers, and standardized operations.Start with job setup