To bring some perspective to this position of AI within the context of FP&A activities, the FP&A Trends Group recently conducted research examining how artificial intelligence (AI) and machine learning (ML) were being used within the profession. They carried out interviews with thought leaders and academic professionals and examined case studies of organizations that were using AI and ML successfully.

This paper is a result of that research, looking specifically at how, when combined with human intelligence, AI can transform the role of FP&A.

CEOs that are more strategically oriented and less numbers-oriented tend to want to partner with a CFO who has a strong command of the numbers. When that's not the case, and we have CEOs or leadership teams that are focused on their matrix, it can be challenging for the finance organisation. In the new article, Joao Almeida and Rich Feldman discuss some of the current challenges facing leaders in finance, and the role of capital planning in a time of increased uncertainty.

The financial numbers only show one side of the story. When FP&A professionals are presenting the complete story behind the numbers, soft data needs to be collected and incorporated. The big question is, what data and where is it?

FP&A teams are skilled at pulling data from various information systems, manipulating it, and gathering insights. Although FP&A plays a crucial role in supporting companies in becoming more intelligent, there is a lot to think about when getting ready for big data and the FP&A transformation journey. Below are a few things to consider. This list will continue to evolve as we all learn from each other. 

Computer simulations allow us to play out various scenarios repeatedly and assess the outcomes. It is also true for computer simulations that are used in finance. Through scenario analysis, we can gain some comfort and assurance that the decision taken is the right one given the circumstances. However, there are a few considerations with the use of artificial intelligence (AI). 

FP&A analytical transformation has been dominating headlines for some time. In the last decade, finance, and FP&A in particular, embarked on a journey from descriptive to prescriptive analytics. True digital transformation integrates technology, data, and new processes across the entire corporation.