Case Study: Leading Pharma Company reduces litigation review time and cost with Text IQ AI

A Text IQ Case Study

Preview of the Leading Pharma Company Case Study

POC Gains Buy-In For AI Investment Solves Previously Intractable Problem

Leading Pharma Company, a Fortune 500 pharma company, faced a high-stakes and fast-approaching litigation review involving several million documents. Their traditional search-term-based privilege review process was too slow, costly, and prone to missing attorneys acting in both legal and business roles, which created significant risk. They turned to Text IQ and its AI platform for Legal to find a faster, more accurate approach.

Text IQ ran a proof of concept using its Socio-Linguistic Hypergraph and machine learning to identify context, relationships, and when counsel was acting in a legal versus business capacity. The POC quickly proved more reliable than the company’s manual and search-term methods, saving thousands of hours and millions of dollars while reducing risk. Based on these results, Leading Pharma Company and its outside counsel adopted Text IQ’s solution for the litigation review process.


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