InferMap

InferMap is an inference-driven schema mapping engine designed to accurately and explainably map messy source columns (from CSV files, DataFrames, database tables, or in-memory records) to known target schemas, requiring zero configuration. It offers confidence scores and human-readable explanations for mappings, supports both Python and TypeScript environments, and is well-suited for data engineers, analysts, and developers looking to automate and standardize schema mapping tasks in data integration workflows.