Data Lake vs. Data Warehouse vs. Lakehouse: Which Is Right for Pharmaceutical Manufacturing?
Pharmaceutical companies generate large amounts of data across manufacturing, laboratory, and quality systems. Manufacturing Execution Systems (MES) hold batch records, Laboratory Information Management Systems (LIMS) store test results, and historians collect equipment and process data. The challenge is that these systems often store data separately, making it difficult to see the full picture of a










