In recent years, high resolution mass spectrometry (HRMS) has become an indispensable analytical tool across various disciplines including metabolomics, proteomics, environmental chemistry, forensics and drug dsicovery . HRMS enables researchers to analyze complex mixtures, identify compounds, and quantify their presence with high selectivity and sensitivity . Typical HRMS workflows often follow one of several paths, tailored to specific analytical goals. Targeted analysis focuses on quantifying a predefined set of known compounds. Suspect screening investigates compounds on a curated list for identification, while non-targeted analysis (NTA) aims to uncover unknown compounds within a sample, requiring advanced analytical instruments and data processing softwares to process and annotate spectral data .