Data minimization: Reduce cost while reducing risk!


Speakers

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Jack Berkowitz

Jack Berkowitz

CDO, Securiti

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Sean Kelly

Sean Kelly

Senior Manager - Accenture Security, Global Secure AI Lead


Data volumes are growing — but not all data is worth keeping. Redundant files, expired records, and forgotten archives accumulate silently across clouds, SaaS platforms, and on-prem environments, creating a sprawling liability that most organizations can't see, let alone manage.

ROT (Redundant, Obsolete, Trivial) data doesn't just sit there quietly. It's a breach waiting to happen. It's the compliance gap that triggers regulatory fines. And in an era where AI agents are only as good as the data they learn from, it's the unnecessary data that turns your biggest strategic investment into a liability.

In this session, Securiti and Accenture will cut through the complexity — defining what ROT data minimization looks like in practice, what separates organizations that get it right from those that don't, and why getting your data house in order has never mattered more.

What You'll Learn:

  • Reduce risk before it materializes — understand why ROT data is costing your organization in breach exposure, compliance fines, and wasted storage
  • Protect Your AI efficacy — learn why clean data is the foundation of reliable AI outputs and why ROT data is a risk you can’t ignore
  • Learn from the field — hear what separates enterprises that get data minimization right from those with stalled programs
  • Build the business case — make the case internally with the right impact framing for leadership
  • Know where to start — practical first steps for organizations at any stage of the journey

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