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CFOs Grapple with Budgeting for AI Adoption Costs

Finance leaders are seeking methods to budget for AI adoption amid uncertain ROI forecasts. Experts advise focusing on business priorities and agile steps.

11 June 2026
CFOs Grapple with Budgeting for AI Adoption Costs

Finance executives are facing significant challenges in budgeting for the adoption of artificial intelligence (AI), as rapid technological advancements and unclear benefit projections make cost-benefit analyses difficult. CFOs describe the budgeting process as akin to trying to hit a moving target while blindfolded.

Industry experts and financial leaders emphasize the need to align AI initiatives with clear business objectives, such as improving efficiency and enhancing competitiveness. They note that poorly defined goals can lead to wasted resources, making prioritization based on expected return on investment (ROI) crucial for effective allocation.

Given the fast-evolving nature of AI, an agile and iterative approach is recommended. Small pilot projects and proofs-of-concept serve to gather data and build business cases for larger investments. Utilizing open-source solutions to mitigate licensing fees and remaining flexible in assessing data requirements are also key strategies.

Beyond short-term gains, budgeting must consider AI's long-term transformative potential. This includes evaluating scalability, employee morale, and new business opportunities. CFOs need to ensure that selected AI tools are adaptable to future advancements and challenges, a critical factor in sustainable adoption.

Original source: sage.com