OrioleDB structures data in index-organized tables, employs dual pointers for efficient memory management, and utilizes a novel page structure, copy-on-write checkpoints, an undo log, and row-level WAL for robust transaction management and recovery, while also supporting system catalog and data compression for optimized operations.