Why RevOps Needs an AI Intelligence Layer, Not More Automation

Episode SummarySandy Robinson talks with Sahil Aggarwal, co-founder and CEO of Rattle and Von, about what AI can actually change for revenue teams. Sahil argues that RevOps, sales, and GTM leaders are still in the experimentation phase, and that the real productivity gains will come from AI intelligence layers that understand business context, connect across the GTM stack, and help teams make faster, better decisions.Key TakeawaysAI has not yet delivered true productivity gains in revenue teams the way it has in engineering.RevOps should focus less on disconnected agents and more on operationalizing intelligence across the GTM stack.CRM is still the system of record, but the intelligence layer may become the more valuable operating layer.Bad data should not delay AI adoption; AI can help improve GTM data when connected to calls, emails, CRM, and other systems.RevOps is best positioned to own GTM AI strategy because the function lives closest to process, data, and execution.Chapters00:32 Welcome to AI-Powered RevOps01:24 Sahil’s Background and the Evolution from Rattle to Von04:59 The Core Problem: Helping Sales Teams Sell07:28 Why AI Became a Real Opportunity for GTM09:46 Why AI Experimentation Has Not Yet Become Productivity11:41 The Horseless Carriage Problem in AI16:31 Build vs. Buy for RevOps AI18:23 What Von Is Building for Revenue Teams22:53 AI, Data Hygiene, and Fixing the Data Foundation25:47 The Future of CRM and the GTM Tech Stack30:08 How Teams Use AI to Operationalize Revenue Work35:11 Why Internal AI Builds Often Fail38:20 AI, Headcount, and Revenue Productivity41:49 How AI Could Change the AE Role44:51 Why Von Is Named After John von Neumann45:35 Rapid Fire: RevOps, CRM, AI Strategy, and Salesforce Headless 36049:21 Advice for RevOps and Enablement Leaders50:42 How to Connect with SahilLinks Mentioned:Von: https://vonlabs.ai/Rattle: https://www.gorattle.com/Sahil Aggarwal on LinkedIn: https://www.linkedin.com/in/saggarwal2/Gong: https://www.gong.io/Fathom: https://fathom.video/Salesforce: https://www.salesforce.com/Slack: https://slack.com/KeywordsAI-powered RevOps, RevOps AI, revenue operations, go-to-market AI, GTM stack, AI intelligence layer, sales productivity, CRM, Salesforce, Rattle, Von, sales automation, revenue intelligence, RevOps strategy, AI agents, sales operations, GTM data, sales enablementSandy: https://www.linkedin.com/in/sandyrobinson/Website: www.SandyElevates.comwww.AI-PoweredRevOps.comAI-Powered RevOps is a Sandy Elevates production. © 2026 Sandy Elevates. All rights reserved.