Organizations face the challenge of integrating real-time streaming analytics with traditional batch processing in a cost-effective manner. Fresha has developed a sophisticated Data Lakehouse platform on AWS, utilizing tools like Apache Paimon and StarRocks, which combines the advantages of data lakes and data warehouses to create a scalable, secure infrastructure for analytics. Their architecture includes advanced Kubernetes orchestration and cross-account secret management, enabling efficient data operations and innovation.