Organizations today deal with a growing volume of documents, data, and unstructured information. As a result, two concepts are often discussed in parallel: document automation and AI knowledge management. While they are related and frequently coexist within the same technology stack, they serve fundamentally different purposes and are often misunderstood or conflated. Document automation focuses on processing documents - extracting data, validating it, and moving it into business systems.