From Chaos to Clarity: Creating Predictable Revenue Systems

Kari Hanson, Chief Marketing Officer at Robin, explains why traditional ideas of predictability are breaking under the pressure of AI-driven change. She describes how shifting buyer behavior makes historic performance less reliable as a guide. Kari shows how brand and voice of the customer can restore clarity in this chaos and outlines a path to rebuild more predictable revenue systems grounded in genuine customer insight.