AI: Organizational Context Translation

I will explores how AI can act as a translation layer across the organization. Not replacing people, but helping teams shift perspective without losing meaning. How to:

Translate executive intent into actionable product and engineering scopes

Normalize language between product, design, engineering, and marketing

Preserve context while shifting between abstraction levels (strategy ↔ tactics ↔ implementation)

Reduce “telephone game” loss across async, distributed teams

Rather than focusing on prompt tricks or specific models, this talk centers on organizational leverage: where AI creates clarity, where it introduces risk, and how to design workflows that make translation reliable instead of fragile.