Debra Estrada: AI Is Everywhere in RevOps. But Should It Be?

Everyone wants AI in their go-to-market strategy. But not every use of AI is making your revenue organization better. In this episode of the Go-To-Market Podcast, Amy Osmond Cook, CMO and co-founder of Fullcast, sits down with global Revenue Operations expert and advisor Debra Estrada for a candid conversation about predictability, pipeline, data governance, AI, and the evolving role of RevOps. Debra brings a particularly valuable perspective to the conversation. With a background in sales and extensive experience across Revenue Operations, she understands what happens when strategy, data, technology, and the day-to-day realities of sellers collide. Her philosophy comes down to one goal every revenue leader is chasing right now: Predictability. How do you create predictable revenue when budgets are tighter, buying cycles are changing, attribution is complicated, and sales and marketing are competing for the same resources? For Debra, the answer begins with breaking down silos. Sales, marketing, customer success, finance, and RevOps need a shared view of how revenue is actually created. And increasingly, AI is becoming part of that equation. But Debra offers an important warning: AI can amplify a great revenue operation. It can also amplify a bad one. In This Episode, You'll Learn: Why predictability has become one of RevOps' most important objectives How Debra's sales background shaped her approach to Revenue Operations Why sales, marketing, and other GTM functions can't afford to operate in silos How multi-touch attribution changes the conversation around marketing and sales performance Where AI is delivering meaningful productivity gains in RevOps Why outbound AI automation can create more noise without creating more revenue How data hygiene and data governance become even more important as AI adoption increases Why pipeline health still depends on human behavior and consistent sales processes How revenue teams can use AI to analyze sales velocity, discounts, close rates, and customer behavior Why RevOps professionals must continually evolve instead of adopting a "set it and forget it" mentality One of the biggest challenges facing today's CROs, CIOs, CMOs, and RevOps leaders isn't whether employees will use AI. They already are. The challenge is creating enough governance to protect company and customer data without eliminating the experimentation that makes AI valuable in the first place.    About the Go-To-Market Podcast Hosted by Amy Osmond Cook, CMO and co-founder of Fullcast, the Go-To-Market Podcast brings together RevOps executives, sales and marketing leaders, founders, and GTM experts to explore the strategies shaping modern revenue organizations. Subscribe for conversations about Revenue Operations, GTM strategy, sales performance, marketing, revenue intelligence, AI, compensation, forecasting, and predictable growth.