Content by simon frost (2)

Simon Frost explains how the Microsoft Discovery app and Premonition Insights on Azure can speed up exploratory analysis of wastewater metagenomics, while keeping human scientific judgment in control. The post walks through an end-to-end workflow: literature grounding, taxonomic filtering, weather-data enrichment, phylogenetic verification, and interactive dashboards.

Simon Frost explains how he used the Microsoft Discovery app to speed up exploratory analysis of a large wastewater metagenomics dataset, while keeping human scientific judgment in the loop. The post walks through agent-assisted data wrangling, API enrichment, phylogenetics, and visualization to produce auditable, reproducible findings.