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 Episode- Why AI is becoming an operating model shift—not just a technology upgrade
- Why private equity firms have an advantage in the AI race
- How engineering velocity can accelerate revenue growth and EBITDA expansion
- Why companies should stop waiting for perfect data before deploying AI
- The case for starting with one high-impact workflow and scaling from there
- How technical debt creates customer experience debt—and how AI helps eliminate both
- Why AI readiness isn't nearly as valuable as scalable AI execution
- How AI-native operating models increase enterprise value and company multiples
- What separates organizations that will compound their advantage from those that fall behind
Memorable 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 Behind
02:14 Why Private Equity Has an AI Advantage
04:29 How AI Modernization Drives Revenue and EBITDA
06:00 Why AI Readiness Isn't What Buyers Pay For
08:43 Engineering Velocity: The Fastest Path to AI ROI
11:50 The Three Business Metrics Every AI Initiative Must Impact
14:44 Stop Waiting for Perfect Infrastructure
15:13 Why One Workflow Beats Enterprise-Wide Data Cleanup
18:41 Which Industries Will Win the AI Race?
23:45 Why Governance Matters as AI Scales
25:45 The Companies That Will Compound Their AI Advantage
27:42 The First AI Move Every Executive Should Make
AI-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
