PORTAL, a reporter-based screening method that encodes perturbation effects in expressed transcripts, combined with CAP cloning for ultrahigh-complexity library construction, enables genetic interaction mapping at unprecedented scale in human cells, generating a 665,856-condition map across 46 million clonal lineages that reveals interpretable biological relationships spanning pathway-level organization, protein complex architecture, and individual gene functions using a non-fitness transcriptional phenotype.