A retail company stores 5 years of transactional sales data (approximately 3 PB) in Amazon S3. Business analysts need to run complex analytical queries with large joins and aggregations across billions of rows to produce quarterly reports. Query performance must remain consistent even as data volume grows, and the team wants a purpose-built solution optimized for this online analytical processing (OLAP) workload. Which AWS service should the company use?