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The advantage of clean clinical trial reference data

The advantage of clean clinical trial reference data

Veeva software advances clinical operations with clean, complete, and accurate reference data, eliminating manual updates, supporting AI-enabled trials, and improving study timelines. Its reliable global data directory cuts costs and streamlines processes: reviewing/updating 10,000 records costs $125K at $12.50 per record; manual efforts consume 200 days (10,000 records at 50/day); downstream validation hits $1M. Veeva eradicates these pains through automated cleanup, real-time accuracy, and seamless integration—saving millions, slashing 200-day delays, and empowering teams for faster, AI-ready trials with efficient operations and reduced errors.

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