A document analysis, commenting, and reporting system provides tools that automate quality assurance analysis tailored to specific document types. As one example, the system may implement state machines that evaluate document structure instances to determine whether the document structure instances conform to pre-defined syntaxes. The state machines may include error states and final states, and messages may be associated with the error states for display when a state machine reaches the error state.