Training for Fairness: Reducing Reviewer and AI Bias in Document Review
AI is only as fair as the humans and data that train it. In document review, both Continuous Active Learning (CAL) systems and Generative AI
January 27, 2026
AI is only as fair as the humans and data that train it. In document review, both Continuous Active Learning (CAL) systems and Generative AI
If you have ever tried to review scanned contracts or make sense of handwritten notes, you know how unreliable traditional optical character recognition (OCR) can
Every stage of eDiscovery depends on the one before it. Data collection sets the foundation for processing. Processing shapes how review unfolds. Review decisions inform
Document Review Crisis: Cost, Speed, and Consistency Traditional document review has long been associated with high costs, slow turnarounds, and inconsistent results. But as legal
At TCDI, people are the reason behind everything we do. Being people-centric starts with listening. By taking the time to truly understand the challenges our
In-house legal departments are often expected to manage risk, reduce spend, and support business goals, all while working across multiple systems that don’t “talk” directly
