semantic.assets

The conversation around AI readiness typically centers on data quality, talent acquisition, and executive buy-in. While these factors matter, they overlook a more fundamental question: does the organization have the technical and cultural infrastructure to operationalize AI at scale? 

Novo Nordisk, Roche, GSK, Johnson & Johnson: the biggest names in pharma have moved off SAS. This post breaks down what's actually driving that shift, what open source delivers beyond cost savings, and what separates a successful transition from one that stalls.

Discover Tapyr 0.2’s new package management with uv and Shiny for Python testing API, enhancing deployment and performance.