1204: When Capital Conviction Matters More Than Market Timing | Andrew Korn, CFO, EliseAI
Andrew Korn, CFO of Elise AI, discusses his journey from investment to operations, emphasizing the importance of conviction in investment decisions over precise ROI calculations. He highlights the role of AI in transforming customer experience and operational efficiency, while also addressing the need for financial discipline in a rapidly growing company.
Summary
In this episode of CFO Thought Leader, Andrew Korn, the CFO of Elise AI, reflects on his transition from the investment realm to an operational role, beginning with his formative experience at the Boston Consulting Group. Korn emphasizes that making investment decisions is often more about having conviction than perfecting ROI calculations, focusing instead on how specific investments contribute to building great products and enhancing customer experiences. He sheds light on Elise AI's market strategy of leveraging AI for better communication in the housing and healthcare sectors while discussing how AI has improved operational metrics and customer demand. Korn also provides insights into the metrics he monitors, including annual recurring revenue (ARR) and gross margins, which reflect the company's growth. Looking ahead, he notes the challenges of navigating investment in a volatile market and underscores the importance of adaptability and strategic thinking in a rapidly growing business environment. Furthermore, he touches on how AI is enhancing the efficiency of the finance team and allowing for a more strategic approach to decision-making, suggesting that the role of finance leaders is evolving in tandem with technological advancements.
About this episode
<p>Andrew Korn tracks growth first. EliseAI had surpassed $200 million in annual recurring revenue when he spoke with us, and Korn tells us the company had maintained year-over-year growth above 100% throughout his four and a half years there—“correlation, not causation,” he adds.</p><p>That growth gives finance a clear assignment. According to Korn, EliseAI monitors gross margins and burn while ensuring its spending remains prudent and directed toward investments capable of moving the business forward.</p><p>The company operates in housing and healthcare, two industries Korn describes as representing about 40% of U.S. GDP combined. He tells us both depend heavily on labor while contending with regulation and legacy technology. The result is overwhelmed teams, administrative work, and consumers waiting too long or paying too much for essential services.</p><p>EliseAI enters primarily through the communication layer. According to Korn, its technology handles communications and repetitive work around the clock while providing accurate, compliant answers to renters, residents, prospects, and patients.</p><p>But awareness of AI has also created a different challenge. Korn says customers increasingly arrive interested in the technology, yet EliseAI must ensure they understand what they are adopting. The objective is not AI “just for AI’s sake” or something a company can place on its website.</p><p>Instead, Korn tells us, AI must improve operations, performance, and business capabilities in tangible ways. EliseAI therefore tracks leases, occupancy, rent collection, maintenance requests, resident renewals, patient calls, and scheduled appointments.</p><p>For Korn, the technology earns its place when customers can recognize its impact in the work being completed and the results being produced.</p>
Key Insights
- Korn argues that rapid growth makes exact ROI calculations impractical; instead, the focus should be on how investments align with building products and serving customers.
- He highlights that Elise AI's strategy is to automate communication processes in housing and healthcare, thus reducing the operational burden on these sectors.
- Korn notes that the company's ARR exceeded $200 million and that they have maintained over 100% year-on-year growth since he joined.
- The CFO discusses the importance of being nimble and adaptable in the face of market volatility when making capital investment decisions.
- He emphasizes the necessity for the finance team to leverage AI to enhance accuracy and efficiency in revenue projections, which was historically time-consuming.
- Korn states that investment in AI is not only about the products offered to customers but also about improving internal processes within the finance team.
- He reflects on past investment decisions and the importance of maintaining conviction even when market conditions are challenging, citing a successful Series C fundraising during a downturn.
- Finally, Korn stresses the value of candor in leadership, believing that alignment and honesty across the executive team are key to navigating challenges.
Topics
Transcript
Support for CFO Thought Leader comes from Salesforce. Unify selling and billing for a seamless customer experience. And NetSuite, the number one AI cloud ERP. Hello, this is Dave Larson, CFO of FeedSci, and you are listening to the CFO Thought Leader podcast. This is episode 1204. And when you're growing, you know, super fast, it's hard, maybe impossible to have, you know, exact ROI calculators for every individual investment that you're going to make. I'm not even sure it would be productive if you can. So we use a really rough heuristic, which is, you know, our business is focused on two things, building great products, and then getting those great products into the hands of our customers. And…
Full transcript available for MurmurCast members
Sign Up to AccessMore from CFO THOUGHT LEADER
2016: Building the Operating System for Agentic Automation | Ryan Roccon, CFO, Zapier
Ryan Rockan, CFO and COO of Zapier, discusses how the company is positioning itself as the operating system for agentic automation by blending deterministic code with AI inference. He shares how Zapier has maintained profitability while aggressively investing in strategic bets, and explains his pivotal "Path to a Billion" plan that drove the company's shift from product-led growth to enterprise sales.
When AI Changes the EPM Decision | David Den Boer, CEO, Column5 Consulting
David Den Boer, CEO of Column5 Consulting, discusses how AI is rapidly transforming enterprise performance management (EPM) and finance operations, arguing that no single technology component can handle finance operations alone and that CFOs must develop comprehensive understanding of how EPM, BI, data platforms, and AI work together. He explains the upcoming EPM Summit in Las Vegas is designed to help finance leaders evaluate competing vendors and understand the full landscape of available solutions.
1215: Building Finance for the Long Game | Jassica Somers, CFO, Aledade
Jessica Sommers, CFO of Aledade, discusses her career path from M&A and private equity through healthcare and value-based care, emphasizing how interconnected investments compound rather than ranking in isolation. She explains Aledade's revenue model based on Medicare savings, their AI integration strategy, and the strategic decision to make larger bets on AI despite near-term profitability pressures.
1214: The CFO Checklist Keeps Growing | Jack Gordon, CFO, Harri
Jack Gordon, CFO of Harri, discusses his deliberate career path from IBM to his first CFO role, the company's AI-powered workforce operating system for hospitality, and how he's navigating AI integration in both product and finance operations while managing a failed Series B fundraise and building data foundations for decision-making.
1213: When Constructive Tension Yields Sharper Decisions | Martin Uhrik, CFO, Third Bridge
Martin Urik, CFO of Third Bridge, discusses his 25-year career trajectory across technology-driven services organizations, emphasizing the importance of constructive tension in decision-making. He shares how transparency about project profitability at Technicolor Creative Studios initially met resistance but ultimately improved margins and employee engagement, illustrating that pushback and conviction drive better outcomes.