Develop and maintain working subject-matter expertise across multiple technically distinct application platforms, including user interfaces, workflows, data structures, integrations, processing logic, reporting capabilities, security controls, operational dependencies, and downstream business impact. Support AI-enabled document intake and processing workflows, including document analysis, classification, optical character recognition, automated data extraction, page organization and merge logic, structured field mapping, quality-review processes, and responses returned to integrated systems.