AI's New Operating Model | Rohini Christina Williams, SVP & Global Head of Strategic Growth: Private Equity & Restructuring

AI is no longer just a productivity tool—it's redefining how organizations create value.In this episode of AI-Native Leaders, Rohini Christina Williams, Senior Vice President and Global Head of Strategic Growth for Private Equity and Restructuring at Ascendion, joins Ben Fanning to explain why the companies creating the most value with AI aren't waiting for perfect data or buying more AI tools. They're rewiring their operating models to move faster than the competition.Rohini shares why private equity-backed companies have a unique advantage in the AI race, how engineering velocity is becoming a driver of revenue growth and EBITDA expansion, and why leaders should stop treating AI as a technology initiative and start treating it as a business transformation.She also explains why organizations should focus on one high-impact workflow, prove value quickly, and scale from there—instead of waiting years for perfect infrastructure or enterprise-wide data readiness.If AI is becoming abundant, what creates lasting competitive advantage?The speed at which leaders can redesign how their organizations operate.In This EpisodeWhy AI is becoming an operating model shift—not just a technology upgradeWhy private equity firms have an advantage in the AI raceHow engineering velocity can accelerate revenue growth and EBITDA expansionWhy companies should stop waiting for perfect data before deploying AIThe case for starting with one high-impact workflow and scaling from thereHow technical debt creates customer experience debt—and how AI helps eliminate bothWhy AI readiness isn't nearly as valuable as scalable AI executionHow AI-native operating models increase enterprise value and company multiplesWhat separates organizations that will compound their advantage from those that fall behindMemorable Quotes"This is fundamentally an operating model shift, not a tool adoption.""People don't pay for AI tools or AI readiness. They pay for something which can be industrialized, durable and scalable.""If you start cleansing your whole data in the entire organization, it will be too late.""Once an organization rewires its operating model for AI, its success will just compound."Chapters00:00 Why Companies Waiting for Perfect Data Will Fall Behind02:14 Why Private Equity Has an AI Advantage04:29 How AI Modernization Drives Revenue and EBITDA06:00 Why AI Readiness Isn't What Buyers Pay For08:43 Engineering Velocity: The Fastest Path to AI ROI11:50 The Three Business Metrics Every AI Initiative Must Impact14:44 Stop Waiting for Perfect Infrastructure15:13 Why One Workflow Beats Enterprise-Wide Data Cleanup18:41 Which Industries Will Win the AI Race?23:45 Why Governance Matters as AI Scales25:45 The Companies That Will Compound Their AI Advantage27:42 The First AI Move Every Executive Should MakeAI-Native Leaders explores how the next generation of companies won't simply use AI—they'll be built around it.Join host Ben Fanning for conversations with the executives, innovators, and operators shaping the future of business through artificial intelligence.This episode is brought to you by Ascendion, AI-Native Software Engineering Services.#AI #ArtificialIntelligence #Leadership #ExecutiveLeadership #AINative #DigitalTransformation #BusinessStrategy #FutureOfWork #PrivateEquity #Innovation #AILeadership #Ascendion