Despite its benefits, data minimization poses several challenges. One of the main issues is the risk of overlooking important data, which could lead to incomplete or inaccurate conclusions. Additionally, the initial setup for techniques like DoE or PCA can be complex and time-consuming. There is also the challenge of data integration from different sources, which may require sophisticated algorithms and computational resources.
