The analyst evaluates business needs, recommends scalable and modern approaches, and translates approved future-state designs into developer-ready Jira epics, features, user stories, acceptance criteria, business rules, data requirements, integration requirements, and non-functional requirements. Translate future-state processes into clear functional and technical specifications, including epics, features, user stories, acceptance criteria, business rules, decision tables, data definitions, process diagrams, interaction flows, interface requirements, error handling, audit needs, and security or control requirements.