The scope of AI's impact extends beyond document review. Firms are now using these tools for investigations, witness preparation, settlement negotiations, and trial presentation. The practical effect is measurable: firms with mature AI workflows can move cases faster, reduce overhead, and potentially improve outcomes. Defense firms that have not adapted face operational risk in document-heavy litigation.
For attorneys, the competitive pressure is real but so is the compliance burden. Courts and ethics authorities expect lawyers to verify AI outputs, protect client data, and actively supervise AI use rather than treat it as a black box. As legal standards continue to lag behind adoption rates, firms that combine speed with rigorous oversight will have the advantage. Those that do not risk both competitive disadvantage and ethical exposure.