
AI tasks
The AI performs the tasks that traditional firms staff with junior associates: doctrinal research, record review, case synthesis, first-pass drafting of subsections, citation compilation, and iterative revision against stylistic and substantive criteria.
Lawyer judgment
The lawyers develop the strategy, direct the analysis, exercise judgment over every sentence, and own every sentence that leaves the firm. The AI is the instrument; the lawyer is the author.
Client savings
That workflow compresses the time required to produce a polished work product by a factor of roughly three. The compression is passed to clients in the form of flat fees rather than to the firm in the form of higher hourly rates.