No matter for a budget season or continuous forecasting: the human factor is randomly covered in the process that may bring the best and the worst of management culture. A special eye on bias during the Performance Management and goal setting process is essential for process quality and to the FP&A skillset.

As far as I know, we are not legally required to forecast. So why do we do it? My sense is that forecasting practitioners rarely stop to ask themselves this question. This might be because they are so focussed on techniques and processes.

The gold rush is a defining part of Silicon Valley. The gold of today is data, and many solutions are rushed to the world market from a small radius around Princeton University. On the other side of the Bay lies the University of California, Berkeley, a place of the Liberal Arts in contrast to the technology-driven Princeton.

The central CPM business model requires multi-dimensional technology. The CPM business model will typically consist of the 7 dimensions.

Driver-based planning (DBP) is an essential part of the financial planning and analysis (FP&A) armoury, enabling organisations – ranging from the smallest non-profit to a multinational – to become quicker, more dynamic and agile in their planning and in responding to internal and external changes in the business environment. 

As we know a simple matter of spotting bias – systematic under or over forecasting – can get surprisingly tricky in practice if our actions are to be guided by scientific standards of evidence – which they need to be if we are actually going to improve matters.