In a recent note on virtualizing the close, I observed that finance and accounting organizations that can operate in a virtual mode are better able to adapt to changing circumstances and overcome obstacles. Having systems that people can readily access remotely to collaborate and execute processes virtually makes it easier for departments to meet their commitments with confidence. The core technology underpinning the ability to work in a virtual mode is the cloud. That’s because the cloud eliminates the constraints of having to be in a specific place at a specific time; work gets done when it needs to be done.
Artificial intelligence (AI) and machine learning (ML) are all the rage right now. Our Machine Learning Dynamic Insights research shows that organizations are using these techniques to achieve a competitive advantage and improve both customer experiences and their bottom line. One type of analysis an organization can perform using AI and ML is predictive analytics. Organizations also need to plan their operations to predict the amount of cash they will need, inventory levels and staffing requirements. Unfortunately, while planning begins with predictions, organizations can’t plan with AI and ML. Let me explain what I mean.
I like Louis Pasteur’s observation that “fortune favors the prepared mind.” So-called black swan events happen regularly and can have a very negative effect on a business. Of course, risk is inherent in any commercial undertaking; organizations don’t succeed by being overly cautious and reckless ones usually fail after awhile. Those that are consistently successful are ones that manage risk intelligently. That is, they correctly identify vulnerabilities, avoid the decisions and situations where risks outweigh the benefits, insure the risks that are economically insurable and quickly mitigate the impact of negative events. They are resilient in the face of change because they are adaptable.
We find in our recent Change in the Office of Finance benchmark research an indication of the value of using automation to execute finance department functions. Our findings reveal an increase in the use of automation by finance organizations over the past five years and a concomitant improvement in performance. For example, 46 percent of companies close their monthly books within four business days compared to 29 percent in our earlier research. Yet the glass is only half full. Finance organizations continue to be laggards in adopting technology that measurably improves effectiveness.
One of the objectives of our recent Change in the Office of Finance benchmark research was to assess the technological capabilities of finance and accounting departments. The research confirms that today we are on the verge of a major technology-led shift. Technology that’s already available can have a greater impact on how the finance department operates over the next 10 years than it has over the past 50. Advances in columnar databases, in-memory processing and artificial intelligence and machine learning, as well as a relentless reduction in the cost of computing resources, will make it possible to substantially redefine how work gets done in the department.
Topics: Office of Finance, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, robotic finance, Predictive Planning, revenue and lease accounting, subscription management