From 6 Million TB to Doable: How AI and Managed Review Changed Everything episode artwork

EPISODE · Jun 16, 2026 · 30 MIN

From 6 Million TB to Doable: How AI and Managed Review Changed Everything

from Outside-In · host IST Management

When Sidney Lampton Morris, Associate Attorney at Watkins & Eager, received what she thought would be a one-terabyte document production, she had no idea it would grow to six terabytes, span 22 mirror-imaged devices, and contain over six million documents. In this episode of Outside IN, Sidney walks through how IST's managed review team, AI-powered analytics, and relentless communication transformed an impossible workload into a manageable case strategy, ultimately reducing six million documents down to 20,000 actionable files. But beyond the numbers, Sidney shares what it actually felt like to hand over control, trust a partner she had never worked with at that scale, and come out the other side with her case, her sanity, and her marriage intact. If you have ever stared down a document production and wondered how you are going to get through it, this conversation is for you.  Key Takeaways:  Data volume is no longer a size problem. It's a strategy problem. When Sidney's case grew from one terabyte to six overnight, the answer wasn't more attorneys or more hours. It was a smarter approach to what actually needed to be reviewed before anyone looked at a single document.  AI doesn't replace human judgment. It protects it. IST's managed review team used AI to reduce six million documents to 20,000 actionable files. But humans validated every step. The technology made the work possible. The people made it defensible.  Control isn't about doing everything yourself. Sidney never stopped feeling in control of her case. Not because she reviewed every document, but because her partner communicated constantly, asked the right questions, and never let her feel like she was flying blind.  The front-end conversation changes everything. Sidney's biggest reflection was that more communication upfront would have made the entire process even more efficient. The best eDiscovery partnerships are built on information sharing, not just service delivery.  This isn't just a civil litigation problem. Criminal defense attorneys are receiving complete device dumps with no roadmap and no resources to manage them. As data volume grows, the ability to review it isn't just an operational challenge. It's a justice issue. 

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From 6 Million TB to Doable: How AI and Managed Review Changed Everything

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This episode was published on June 16, 2026.

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When Sidney Lampton Morris, Associate Attorney at Watkins & Eager, received what she thought would be a one-terabyte document production, she had no idea it would grow to six terabytes, span 22 mirror-imaged devices, and contain over six million...

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