VarOps urges AI focus on workflows first

VarOps advises organizations to start AI transformation by examining how work moves through the business, not by choosing a tool. The firm developed Varys, a system that builds organizational memory by identifying operational patterns and bottlenecks. Anthropic research shows only 4% of occupations use AI across three-quarters of tasks, with augmentation at 57% versus automation at 43%.