A summary is a claim; an obligation map is evidence
You open a sixty-page master services agreement at 4 p.m., and procurement wants your sign-off by morning. You walk out with an obligation map you can defend, not a summary you only hope is right.
Summarize contracts, draft routine documents, and research faster — without replacing your lawyer.

A partner asks a generative model to summarize a 47-page master services agreement before a renewal call. The summary is clean, well-organized, and wrong in exactly one place — the kind of error that survives right up until it costs you.
The contract-review assistant your team standardized on six months ago may have quietly changed: its underlying model swapped, its context window resized, its citation feature repriced. Keeping your edge means catching that before it catches you.
You open a sixty-page master services agreement at 4 p.m., and procurement wants your sign-off by morning. You walk out with an obligation map you can defend, not a summary you only hope is right.
You stop losing research afternoons to citations that read perfectly — the convincing case name, the plausible reporter volume, the pincite on a page that could exist, the holding that matches exactly what you hoped to prove.
You avoid becoming the firm that buys a tool, runs a lunch demo, and calls itself "an AI firm" — then six months later can't say which matters touched a model while a paralegal pastes a settlement agreement into a free chatbot.
You're ready when the malpractice carrier's renewal questionnaire arrives with a new line item — describe your firm's policies governing generative AI in client work — instead of staring at a blank field.
Pick the three tasks you repeat most that are high-volume and low-novelty — those are your first delegation candidates. Run each through the four gates before you trust a model on it, and write down which gate, if any, it fails.
Before your next AI-assisted task, run a thirty-second triage that tells you how hard to push on the output. Name the architecture — raw chatbot, retrieval tool, or closed-corpus legal platform? If you can't tell, treat it as raw, then locate the source behind each claim.

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