Ep. 14: How AI Is Changing Revenue Operations and Forecasting with Lee Enrile cover art

Ep. 14: How AI Is Changing Revenue Operations and Forecasting with Lee Enrile

Ep. 14: How AI Is Changing Revenue Operations and Forecasting with Lee Enrile

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The Revenue Architects Podcast is the show for revenue leaders, RevOps professionals, and go-to-market teams navigating the evolving landscape of sales operations and revenue management. Each episode features practitioners who have built systems, led transformations, and solved real-world revenue challenges.

In this episode, hosts Steve and Jay sit down with Lee Enrile, a revenue operations leader with experience spanning small to enterprise organizations, to explore how RevOps has evolved in the AI era, what it takes to choose the right tech stack, and how to build systems that actually work for the field—not just the dashboard.

Drawing from an unconventional path that started with auditing in Nairobi, Kenya and wound through Johnson & Johnson before landing in revenue operations, Lee shares practical insights on forecasting with conversational intelligence, designing from the field's perspective, and why the best RevOps professionals love both details and relationships.

In this episode, you'll learn:

  • How conversational AI has fundamentally changed forecasting by adding the buyer's voice to the data.
  • Why RevOps teams must design systems from the field's perspective, not just what looks good on a dashboard.
  • How to evaluate tech tools based on admin burden, not just features and integrations.
  • What it means to be the "air traffic controller" of the sales engine and why that role is critical.
  • Why some of the best RevOps hires come from sales backgrounds, not just finance.
  • How to balance the need for detail-orientation with relationship-building in revenue operations.
  • What questions to ask before adding another tool to an already complex tech stack.


This conversation is essential listening for anyone building, scaling, or improving revenue operations in an era where the tools are powerful but the execution is everything.


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