AI Discovery Response Agent
Drafts the responses and objections to incoming discovery, organizes the production, and maintains the privilege log. The work that used to consume an associate week becomes a structured queue with attorney review at the gate.
- Drafts responses and objections per request
- Organizes the document production with the right Bates numbering
- Maintains the privilege log with the basis per withheld document
- Surfaces requests where the response strategy needs partner judgment
The discovery response week you would have lost
Your client gets served with 47 interrogatories, 32 requests for production, and 18 requests for admission. The old workflow loses a week of associate time to drafting responses, reviewing the document set, and building the privilege log. The Discovery Response agent drafts a working response per request, surfaces the 9 that need partner judgment on objection strategy, organizes the production with the Bates ranges, and builds the privilege log with the basis per withheld document. The associate spends 2 days reviewing instead of a week assembling.
What the Discovery Response agent does
- Drafts a response per interrogatory, request for production, and request for admission
- Identifies and proposes objections with the legal basis per request
- Organizes the document production with Bates numbering and exhibit indexing
- Maintains the privilege log with the basis (attorney-client, work product, joint defense) per document
- Surfaces requests where the response strategy requires partner judgment
Integrations
- Document management system for the production set
- Practice management system for matter facts and pleadings
- E-discovery platforms (Everlaw, Relativity, Casepoint) where used
- Microsoft Word for the response document delivery
Built from these legal skills
Each skill is a battle-tested template that codifies how your team already handles this kind of work. The agent orchestrates them into an end-to-end output.
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Practice-area fit
Every engagement tunes the agent to your firm's specific matter mix. The areas below are where we've seen this agent fit most naturally.
Function
Safety posture
Every response draft is reviewed by the responsible attorney before service. The privilege log is treated as high-stakes; the responsible attorney verifies the basis per document. The agent doesn't decide what to produce or what to withhold; it surfaces the working position and the basis for the attorney's call.
Frequently Asked Questions
For matters with significant ESI, the agent reads the proposed scope from the request and assesses proportionality against the matter's value and complexity. The proposed objection cites the proportionality factors and proposes a narrower production scope where appropriate.
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