In our new white paper, The Growth Operating System, Empathy Lab we explore how the rise of AI agents, conversational search, and automated buying journeys is profoundly transforming the role of the CMO.

The classic conversion funnel is fading in favor of real-time decisions, often made in environments that brands no longer directly control. In this new context, boosting efficiency is no longer enough. Marketing leaders must learn to orchestrate.

The document contrasts two trajectories. The first, automation, makes it possible to produce faster but risks trapping teams in a logic of volume, silos, and channel-specific KPIs. The second, orchestration, connects creation, media, pricing, commerce, data, and customer experience within a single decision-making system. The challenge: to make AI not just a productivity tool but a coordination lever that drives growth.