Biology-native data infrastructure is becoming the computational foundation of drug discovery, replacing manual spreadsheets and siloed lab systems with platforms that capture experimental data at the source. Companies in this space are automating the feedback loop between wet lab work and computational analysis, compressing timelines and unlocking insights that were previously buried in unstructured lab notes.