Ep. 16: AI Orchestration in RevOps: Colin Gerber on Forecasting & Growth

Revenue Architect is the podcast for revenue leaders navigating the evolving landscape of sales, RevOps, and revenue management. Each episode dives into practical strategies, proven frameworks, and real stories from operators who are building and scaling modern revenue engines.In this episode of Revenue Architects, we sit down with Colin Gerber, VP of Revenue Operations & Strategy at Socure, to break down how modern RevOps is evolving—from managing tools to orchestrating intelligence across the entire revenue engine.With experience across high-growth companies like Uber and Affirm, Colin shares practical insights on building scalable systems, improving forecasting accuracy, and embedding AI into everyday workflows—without overwhelming your teams.In this episode, you'll learn:Why forecasting accuracy is a system design problem, not a rep problem.How to differentiate signal vs. noise in your deal data.What AI orchestration really means (and why more tools aren’t the answer).How to design your RevOps tech stack with CRM at the center.The concept of “intentional friction” and how it improves deal quality.How to align leadership with clear ownership of revenue metrics.Why consumption-based revenue requires continuous forecasting.How to embed AI into workflows so reps can focus on selling—not admin.If you're a revenue leader looking to simplify your stack, improve forecasting, and drive better execution—this episode is packed with actionable insights.