Throughout this book, we've followed the OneShop's data engineering team on their journey, witnessing their remarkable achievements in building robust data infrastructure. From constructing data lakehouses to implementing ETL processes and designing streaming data architectures, they've established a solid foundation for data-driven decision-making across the organization. Now, the team is ready to embark on yet another exciting project – one that will test their skills in AI application development.