Stephen is the founder of Collective[i] has been an active entrepreneur and investor in the digital economy since the commercialization of the Internet. Collective[i]’s global network and application applies AI and deep learning to the creation of a foundation model that studies both macro and micro events and the impact these have on the economy and on the revenue of companies that leverage its network. Collective[i]’s mission is to enable global prosperity by helping companies leverage both human connections and machine generated intelligence to forecast, manage, and grow revenue.