SemiAnalysis, founded by chip analyst Dylan Patel, has raised a $400 million venture fund to directly invest in AI infrastructure and chip-related startups. The firm, which expanded from independent analysis to a team of about 90 people, is expected to generate over $100 million in revenue this year. Patel previously invested in about 20 startups personally or through SPVs and raised $50 million for Fluidstack, moving from pure research to small-scale transactions. The new fund converts research insights into capital allocation, aiming to capture early opportunities and amplify research monetization through information asymmetry. This mirrors historical patterns of Wall Street analysts transitioning to hedge funds or tech media figures launching thematic funds. SemiAnalysis is expanding from an information intermediary to a capital participant, with research remaining the main focus and investment becoming a parallel monetization channel. The move represents capital concentration, as research institutions convert industry knowledge into direct equity holding capabilities, accelerating resource allocation in the AI infrastructure track toward informed players while raising standards for conflict of interest and disclosure.