Analysis involves understanding the business, building a conceptual model of the requirements and considering alternative solutions to the requirements.
A business analyst mostly considers the functional requirements; listening to the customer's wants and needs. Then, working with architects, designers and developers, we propose one or more solutions, with an emphasis on the recommended solution.
I have been analysing business requirements since the early 80's.