“It is often said that software developers can practice social isolation whilst in a room full of people, we are naturally self contained.

Todays new world whilst difficult for us all is necessary, and it is encouraging how the human spirit is finding myriad ways of staying in touch and supporting each other.”

“ I need to quickly model the potential cash impact of the COVID-19 virus upon our business by Region, country, division over the next year”

Relying on historic data and simple extrapolation-based machine learning is like forecasting in the dark. It can produce automated results but fails significantly at strategic change and risk analysis.