Abstract: A software system of some embodiments allows automatic logging, organization, transcription, and/or subtitling/captioning of audio/video content. User selected audio/video content is automatically transcribed. Instances and recurrences of events are automatically identified within transcripts and their corresponding clips. Recurrences of events can be automatically identified based on user identification of instances. Identifications within transcripts/clips can be automatically demarcated and logically or systematically arranged, categorized, classified, labelled, marked, grouped, and/or organized into audio/video sequences by the software system. Categorization, classification, labelling, and/or marking can be applied from transcript data, file names, order of identification occurrence, custom text, and/or analysis of audio and/or video content using AI. Transcripts can be displayed in arrangement and/or amalgamation to match the arrangement of their corresponding clips in an audio/video sequence.