Phospholipase D3 (PLD3) has emerged as an important 5′‐exonuclease in charge of removing single‐stranded DNA in lysosomes. Rare genetic variants of the gene encoding PLD3 have been implicated in late‐onset Alzheimer's disease (AD). Ishii et al. have produced the soluble domain of human PLD3 with the aim of determining its three‐dimensional structure using X‐ray crystallography. The high‐resolution structure (2.3 Å) provides new insights into the biochemical properties of the enzyme and paves the way to a deeper understanding of amino acid replacements affecting the stability and activity of the enzyme.