Legal

Analyzing discovery responses for deficiencies

AI is used to review interrogatories, requests, answers, and responsive documents to spot deficiencies in an opponent’s discovery responses, including issues tied to specific jurisdiction arguments.

Why the human is still essential here

A lawyer must verify every factual claim against the actual record, decide which deficiencies matter strategically, and determine whether the AI's analysis is accurate before relying on it.

How people use this

AI-assisted discovery gap review

AI reviews interrogatories, requests, responses, and produced files together to flag nonresponsive answers, incomplete productions, and likely follow-up issues for counsel to confirm.

Relativity aiR / Everlaw

Jurisdiction fact extraction

AI pulls out locations, entities, shipment details, and other forum-contact facts from the discovery record to help attorneys assess personal-jurisdiction deficiencies.

Claude / ChatGPT

Request-to-response comparison

AI compares each discovery request against the corresponding answer and attachments to generate a checklist of missing information or unsupported objections.

CoCounsel Legal / Claude

Related Prompts (2)

Community stories (1)

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I have many attorneys in my feed swooning over AI.

I have many attorneys in my feed swooning over AI. I use AI (both closed and LLM) every day, and I just had Claude analyze an opponent’s discovery responses in a catastrophic truck crash case.

The responses were facially deficient. I uploaded the interrogatories, requests, answers, and responsive documents (about 60 pages altogether) and asked Claude to draft a deficiency letter.


The issue was very narrow: discovery regarding a challenge to specific jurisdiction. So the defendant’s contacts to Virginia are critically important.


The Good: Claude, as expected, drafted a letter that was about 75% complete. It missed some things that I had identified. But editing is always easier than creating from scratch, so the draft saved time.


The Bad: Claude made three head scratching substantive claims.


The first was that it identified a Florida city as a Virginia city. Given that there is no city in Virginia with that name, and, further, given that the record in question says “FL” next to the city name, I don’t see how that occurred.


The second was that it identified three other Virginia cities in the documents. But those three cities do not appear anywhere in the documents. Claude just made them up.


The third was that it identified a bill of lading that did not exist. Again, Claude just made it up.


These were not mistakes. They were fabrications.


Each of these items, if true, would resolve this particular dispute in my favor. But this information was patently false.


When AI presents material that is demonstrably false, it gives me great pause to trust it on anything of substance.


But, to its credit, Claude apologized profusely and was immensely complimentary of me after I pointed out these errors.


#claude #ai #legalai #aiventing

BB
Bob ByrnePresident and Managing Attorney at MartinWren, P.C.
Mar 11, 2026