Alert fatigue is a security problem, not just an annoyance
Who stays accountable
No. It extracts terms, compares them against a playbook you defined, and flags deviations. Every position, every piece of advice, and every negotiation is a qualified attorney's. The agent does mechanical work that happens to be about legal documents.
No. Agents never sign or commit to terms. It flags what falls outside your standard positions and routes it to a person.
It is a first pass, presented as one. Counsel still reads the contract. The value is that they read it already knowing where the deviations are, rather than finding them from scratch. Anyone selling this as a replacement for attorney review is selling something you should not buy.
Access is least privilege and role based, no client data trains external models, handling is aligned to SOC 2 practices, and confidentiality agreements are signed before any matter access. The same conflict screening that applies to the Legal Support vertical applies here.
No. It surfaces changes that look relevant. Whether a change applies to you, and what to do about it, is counsel's call.
For contract and compliance tracking, yes, with outside counsel validating your playbook positions. The agent applies a standard someone qualified set. It does not set the standard.
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