Herein, we propose a convenient toolchain to process calorimetry data to determine characteristic quantitative parameters programmatically. We begin with a short review of the quantitative evaluation of cementitious heat flow data. The second part of the introduction is dedicated to data management aspects and programmatic processing of scientific data. The third part outlines the research objective of programmatic data processing to obtain quantitative parameters from heat flow curves.