Balazs Brankovics demonstrates the SAM harmonization toolkit, which was developed to improve interoperability of analysis tools in genomics and allow for modular design in pipelines. A few application possibilities will be highlighted and suggestions how similar approaches can contribute to more FAIR data analysis.