Managing today\u2019s clinical data with legacy systems is like directing a growing city\u2019s traffic through narrow, outdated roads. Traffic soon grinds to a halt as new vehicles flood in and the city expands. Eventually, the city will need to adopt modern infrastructure to keep everything flowing smoothly.<\/p>\n
Similarly, modern clinical data workbenches<\/a> are built to automate<\/a> aggregation, cleaning, and transformation of the influx of clinical data from a growing number of sources.<\/p>\n At the 2024 Veeva R&D and Quality Summits in Europe and the U.S., a variety of customers shared efficiency gained by using Veeva DQS (Veeva\u2019s clinical data workbench) to centralize and automate clinical data management. This continues the track record of DQS-driven results reported by customers in 2023<\/a>.<\/p>\n Seven of the top 20 biopharmas now use Veeva DQS to automate data aggregation, cleaning, and transformation, with more than 400 studies live and counting. Veeva DQS uniquely applies smart automation to the upstream data flow, so biopharmas and CROs gain immediate efficiency and build toward AI readiness. <\/p>\n\n