From Excel to AI Modernizing Finance Without Losing Human Insight
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Ed Patton

Ed Patton

CEO, San Antonio-based Patton Systems

Episode Summary: In this episode of the Emagia AI For Finance Podcast, host Brian Shappell sits down with longtime finance advisor Ed Patton to discuss what finance leaders should focus on as AI-native solutions become an increasingly indispensable part of modern financial operations.

Drawing on decades of experience advising business leaders, Ed shares his own journey from traditional Excel-based financial analysis to incorporating AI tools such as ChatGPT and Claude into everyday finance workflows as well as helping clients find immediate-term and long-term value in the technological advancements. Ed explore where AI and autonomous finance solutions can deliver value in collections, financial analysis, and operational efficiency to gross margin improvement—while emphasizing why human judgment, quality data, and strong financial fundamentals remain essential for long-term success.

The conversation also examines many of the practical challenges organizations continue to face, including organizational silos, poor data quality, change management, and workforce readiness. Rather than viewing AI as a replacement for finance professionals, Ed explains why the greatest opportunities come from combining AI-native technologies with experienced financial leadership to improve decision-making, accelerate efficiency, and create greater business value.

Speaker highlights: Ed Patton, CEO of San Antonio-based Patton Systems, provides financial advisory services to businesses ranging from start-ups to mid-sized companies.

His PattonTrender system was developed upon the belief that business decision makers enhance their chances of success when they truly understand their business. Patton Systems provides finance executives, advisors, bankers and investors with Financial Fundamentals locked up in a business’ financial data and usually obscured by standard financial reports.

In recent months and years, Patton has begun incorporating autonomous finance solutions with tried-and-true finance analysis fundamentals with increasing success.

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