The discussions in this chapter encompass the entrepreneurial cognition, which is an outgrowth of entrepreneurial ergonomics. Entrepreneurial cognition helps in structured implementation of business tasks and in managing repetitive activities by engaging AI to promote efficiency in complex task scenarios—hence, bridging the cognitive synergy between AI and human intelligence and in increasing capabilities and competencies toward boosting creativity, problem solving, and decision making within entrepreneurial processes. Entrepreneurial incubators face both challenges and opportunities to outperform their competitors and gain market share by taking up calculated risk on embedded investment and innovative processes. This chapter also highlights systems thinking and process dynamics concepts, which have emerged as a new stream of applications in mending conventional strategy development approach in marketing area.