Essays

Writing

Analytical essays on AI integration, organizational behavior, and product strategy. Each post follows a thesis-framework-counterargument structure.

March 3, 202512 min read

Google as a framework case study: Why embedded AI wins

Why Google's integration of AI into Search and Workspace is structurally aligned with durable value creation, and where the data stack is still uneven.

February 25, 20257 min read

AI is not a value proposition

As AI becomes baseline, competitive advantage shifts from adoption to allocation, embedding intelligence where it structurally changes outcomes.