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The pyramid stops being the best model

The associate pyramid stops being the best economic model. Once AI can reliably do more of the junior work partners supervise, a pyramid firm faces a structural choice: reduce staffing, increase matter volume, change pricing, or redesign junior roles. Buying technology without changing the organization simply adds expense. An AI-native competitor builds instead around fewer experienced lawyers, supported by engineers, operations specialists and automated workflows. The software scaffold scales almost without limit; where lawyers must own the firm, it can support many lawyer-owned firms.