OLTP systems are used for operational tasks like processing transactions, while OLAP systems are used for analysis of historical data extracted from OLTP systems. OLAP systems allow for complex queries and reporting on aggregated and multidimensional views of the data. Both systems are complementary, with OLTP housing and processing the source transactional data and OLAP leveraging that data for planning, problem solving, and decision making.