AI Data Mapper: The Easiest Way to Transform Your Data Automatically What Is the Data Mapper? The data mapper in Ballerina is a component designed to facilitate the transformation and mapping of data …

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Ballerina's AI Data Mapper automates data transformation between complex schemas by generating production-ready, type-safe mapping code. Upload input/output schemas and optional documentation, and the tool generates compilable Ballerina code that handles type conversions, nested structures, arrays, and optional fields. It validates syntax and type safety, reuses existing sub-mappings, and extracts helper functions for large mappings. Particularly useful for healthcare, insurance, and banking integrations involving standards like FHIR and HL7.

AI Data Mapper: The Easiest Way to Transform Your Data Automatically

3. Enhanced Accuracy Through Supporting Documentation

Example 1: Custom Mapping to Standard Mapping

Example 2: Standard Mapping to Standard Mapping

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