This Guidance showcases the versatility of the TetraScience Tetra Data Platform (TDP) and its seamless integration capabilities with other AWS services. TDP is a cloud-native solution that manages scientific data from various sources, such as instruments, contract research organizations, manufacturing facilities, and software systems. TDP centralizes this data into a scientific data lake hosted on AWS. The various ways you can integrate TDP with the rest of your AWS environment include high-performance computing (HPC), data analytics, data lakes, machine learning (ML), and AWS Partner Solutions. Using the multiple interfaces shown throughout this solution, TDP can accelerate the integration of a laboratory data mesh on AWS.