Casper targeted the most expensive recurring task: writing SOWs. They built an AI generator that drafts a statement of work from a service director's guided inputs against standardized templates, so a document that used to take days comes together in a fraction of the time. Company-search automation pulls data across the portfolio's fragmented systems, and the workflows were standardized so the same approach could roll out to multiple portfolio companies rather than one-off. SOW creation time dropped 50–60%, with portfolio-wide savings as the pattern scaled.