Satya Nadella AI Strategy Frameworks

Strategic frameworks and mental models for AI platform thinking, deployment strategy, and building successful AI products.

Core Thesis

AI represents the fourth major platform shift in computing (after client-server, web, mobile-cloud). Success is measured not by model capabilities but by whether it creates genuine economic surplus—earning the social permission to consume the energy it requires.

Platform Opportunity Assessment

Three-Layer Platform Model

Evaluate AI opportunities across three layers:

1. Infrastructure layer - System software, compute optimization, training infrastructure
2. Model layer - Treat as "SQL for AI"—a stable abstraction to build upon
3. Application layer - Where differentiation happens through scaffolding, memory, and tool use

Platform Compounding Principle