Pandera is an open-source project by Union.ai that offers a flexible API for validating dataframe-like objects, enhancing data processing pipelines with statistically typed dataframes. It supports various libraries such as pandas and polars, and provides both object-based and class-based validation methods. Users are advised to import from the `pandera.pandas` module to avoid future deprecation issues.