In a rapidly evolving landscape dominated by technology, Adobe's finance department is undergoing a significant transformation under the leadership of Dan Durn. The company is engaged in leveraging agentic AI to not only enhance its operational efficiency but also to drive innovation across its finance and procurement functions. This strategic shift is reflective of a broader trend within Fortune 500 companies, where executives face increasing pressure from investors to adopt AI technologies swiftly and effectively, or risk being judged inadequate in delivering growth and efficiency. The urgency for AI integration is underscored by recent leadership changes, including the impending retirement of CEO Shantanu Narayen, indicating that markets demand proactive measures from corporate leaders. Companies are now creating internal proving grounds where the speed and effectiveness of AI deployment become key performance indicators for executives. Adobe has implemented AI models capable of analyzing data at speeds unattainable by human analysts, allowing finance teams to gain insights and summarizations swiftly and efficiently. A notable innovation is the use of AI to automate and expedite contract reviews, significantly reducing the time finance professionals spend on these tasks by half. This efficiency not only saves valuable resources within the finance department but also supports enhanced productivity in other business areas, enabling teams to focus on strategic initiatives rather than administrative tasks. Furthermore, the introduction of agentic AI in common inbox operations, which handle high-volume email queries from both internal and external sources, has proven beneficial in managing numerous inquiries efficiently. By streamlining these processes, Adobe aims not at reducing headcount but at scaling operations more effectively as the company grows. In a marketplace where 88% of organizations are currently experimenting with AI yet fewer than 20% report tangible results, Adobe's strategic focus on AI integration may be crucial for maintaining its competitive edge. The investment in technology thus reflects an understanding that the world’s information is increasingly contained in formats, such as PDFs, which can be analyzed and transformed into actionable insights by AI tools. As a result, the overarching theme of Durn’s thesis remains clear: finance departments must adapt to the AI landscape to avoid becoming a limiting factor in the growth trajectory of their organizations.