Lawyers are among the most accomplished professionals when it comes to the mastery of language. Lawyers are also notoriously slow adopters of new technologies that can significantly enhance the process of language analysis during the e-discovery process.

Machine learning/AI tools are sophisticated, but extremely useful platforms that apply advanced models to cull collections of documents, divide them into ranked sets from the most likely responsive to the least likely and make coding decisions that require quality control, but not necessarily a full-scale review. As machine learning and AI tools become more advanced, the complexity of how they work can be difficult for even the sharpest attorneys to understand.