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Blancco

The Data Dilemma: How Data Hoarding Hurts AI Accuracy, Security and ROI


Event Date: May 08, 2025
Hosted By: Blancco & Carahsoft

Thank you for joining our webinar. As organizations raced to implement AI, many assumed that more data equaled better AI performance. However, data hoarding—retaining excessive, outdated, or irrelevant data—reduced AI accuracy, inflated storage costs, and created security vulnerabilities. This webinar explored the risks of data hoarding, its impact on AI’s effectiveness, and best practices for data governance that improved AI models while boosting ROI and compliance. Attendees explored:

  • Why organizations tended to accumulate excessive data and the myth that more data improved AI performance
  • The hidden costs of data hoarding, such as security vulnerabilities and data lakes
  • How excessive data retention increased GDPR, HIPAA, and NIST violations
  • The process of automating data cleaning, deduplication, and structuring
  • Examples of organizations that overcame data hoarding challenges and improved AI efficiency

Fill out the form below to view this archived event.


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