Quality shifted left. Security shifted left. Data is next. When data contracts join the CI gate, teams finally ship faster and sleep better.

Asset managers have embraced web scraping as a cornerstone of contemporary alpha generation, with the industry spending more than $2 billion annually to extract alternative data.