Under the Hood of Google Analytics: Architectural Evolution, AI Decisioning, and the Technical Roadmap

The measurement ecosystem has reached a critical inflection point. Browser restrictions, signal degradation, and complex omni-channel customer journeys mean that client-side tagging alone is no longer sufficient. At the same time, analytics is shifting from passive post-hoc reporting to active, AI-assisted decision engineering.

In this technical keynote, Product Manager Carly Boddy delivers a look at the foundational shifts, and technical roadmap shaping GA. Designed specifically for daily power users, this session unpacks how GA is evolving its data infrastructure to ensure resilience, how conversational AI and LLMs are deeply integrated at both the UI and API levels, and what feature directions are landing across core reporting, data modeling, and developer tooling in the near-term roadmap.