Veeva Systems Shares Climb on Surging Volume Rank 418th as Institutional Activity and Strategic Cloud Updates Drive Optimism
Veeva Systems (VEEV) rose 0.72% on September 25, 2025, with a trading volume of $270 million, a 44.16% increase from the prior day, ranking 418th in volume across the stock market. The move followed a surge in institutional activity and strategic updates in its cloud solutions for life sciences clients, signaling renewed confidence in its long-term growth prospects.
Recent developments highlighted Veeva’s progress in expanding its healthcare data infrastructure, including a partnership with a major pharmaceutical firm to enhance drug development workflows. Analysts noted the agreement could solidify its market leadership in cloud-based R&D tools, differentiating it from competitors in a sector experiencing rapid digital transformation. Additionally, a regulatory filing revealed updated capital allocation plans, emphasizing investments in AI-driven analytics to improve client retention rates.
To run this back-test accurately, I’ll need a few extra details to define the strategy unambiguously: 1. Stock universe—Do you want all U.S.-listed common stocks (NYSE/NASDAQ/AMEX), only S&P 500 constituents, or another universe? 2. Position sizing—Should the 500 selected names each receive an equal dollar weight, or another weighting rule? 3. Execution prices—The usual approach is: Select the day’s top-500 names by total share volume at the close of day t. Enter positions at the close of day t (or the next day’s open) and exit at the close of day t+1. Please confirm whether that trade timing works for you. 4. Cash treatment & transaction costs—Any assumptions on commissions, slippage, or financing costs? If none, I’ll assume zero. Once I have these points, I can set up the data retrieval plan and run the back-test.


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