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AI legal discovery is technically mature. The barrier is institutional conservatism and liability risk not capability. Client cost pressure may force adoption.
True if an AmLaw 100 firm publicly announces or confirms it uses AI for first-pass document review in litigation reducing or replacing contract attorney teams. Internal use without public acknowledgment does not qualify.
151 days remaining provides technical runway
Enterprise AI deployment acceleration creates indirect cost pressure on legal sector
Zero legal sector signals today — complete absence for 11+ consecutive cycles
NY chatbot law and state OpenAI lawsuits represent regulatory engagement with AI, actively reinforcing liability-risk framing that discourages public displacement attribution
State AG actions against OpenAI increase institutional liability sensitivity for law firms considering public AI displacement announcements
Resolution criterion requires explicit public statement — institutional incentive against this framing intensified by active litigation environment
HIGH time pressure: 151 days with zero qualifying signals is dominant structural fact