Growing reliance on digital technologies explains the importance of digital trust. It is the level of trust between the parties that determines the success of any kind of interaction, whether it is physical or virtual. The paper gives an insight into the growing popularity of the pillar of digital trust in the digital era. The paper begins with a description of digitalization and technology as the driving force to achieve sustainable goals. It mentions how digital sustainability facilitates data protection, data security, data integrity, and data privacy in light of digital trust. The paper analyzes the importance of trust and affirms the vital importance of digital trustworthiness to leverage the productivity of online businesses and thus, boost the digital economy. The study reviews the functioning of dynamic innovations and puts forward the aspects that must be taken care of to build an ideal trust model in the digital ecosystem. Taking into account the potential of major technological innovations, the research also focuses on the practical ramifications of these technologies. Furthermore, it complies with the roles of the major technologies—big data analytics, cloud computing, artificial intelligence, and blockchain technology in fostering the idea of digital trust in the digital technology landscape, putting forward suggestions for the escalation of digital trustworthiness.