Startup founder assembling a biotech company to develop a functional phenotype-analyte linkage mapping process using an AI Non-linear classifier pattern matching approach to characterize functional genomic processes by analyzing pattern relationships between a genetic pattern (SMRT DNA Seq + Isoform RNA Seq overlay) and an Isomeric-Level Quantitative Chemical Analysis Pattern of the same plant across a large enough sample universe of plants of the same species to allow the system to characterize the phenotype rules governing a plant's or a eukaryotic organism's chemical by-product output, or other functional attributes.