Perceive 2021 was a highly successful event featuring two days of content and a diverse lineup of international speakers, drawing significant attention and engagement from a global audience. Key topics included the increasing focus on unstructured data, with deep learning enabling the analysis and productization of such data types, and the popularity of technical subjects like deep anomaly detection, which has applications in areas such as predictive maintenance and cybersecurity. The event also highlighted the current trend of automating data labeling with AI, showcasing methods to enhance efficiency in creating AI models, and emphasized the importance of collaboration between data scientists and software engineers in developing AI-based systems. The event's global reach was marked by a balanced audience from the United States and international markets, and it attracted notable companies and media interest, indicating a widespread eagerness to engage with the advancements discussed.