Most CFOs have experienced the frustration of watching revenue rise, profits improve, and customer demand remain strong, while cash flow tightens. The board sees growth. The executive team sees opportunity. Yet, these positive business outcomes beg the question: “If business is doing so well, where is all the cash?”
Recent AI developments highlight a growing gap between rapid adoption and public confidence, while enterprise vendors continue to compete aggressively on performance, cost, and control. From new approaches to improving AI accuracy and productivity to debates over regulation, security, and workforce impact, the latest news underscores that AI is moving from experimentation into a broader phase of business transformation. At the same time, rising concerns about governance, trust, and job displacement show that the technology’s long-term implications remain far from settled.
What is cost accounting? Is it simply a form of accounting for how expenses (e.g., salaries, wages, purchases) are calculated as costs (e.g., products, service-lines, customers)? Is it a method to provide and display visibility and the behavior of costs?
The rise of AI-driven business models changes how companies interact with their customers, process transactions, and coordinate across business units. These shifts are not minor; most components of business models are substantially impacted. As the underlying structure and interactions of each transaction fundamentally drive ERP strategy, CFOs need to rethink their target operating and business model for the AI-native world.
As the CFO role evolves and expands, holders of the position are being required to have more impact on their organizations.
The role is moving toward more proactive leadership. This shift is moving CFOs
• from Facts Only to Future focused
• from Cost reducer to Value creator and
• from a Compliance mentality to a Strategic mindset
