PreenCut automatically transcribes video content using OpenAI Whisper and then uses large language models to segment and analyze that content. Users can find relevant clips by querying with natural language prompts, and the system extracts those segments as individual or merged video files. It supports batch processing across multiple files and re-analysis with different prompts without reprocessing audio.