Texas Judge Rules AI Chat Outputs by Non-Lawyers Are Work Product
Texas court held non-lawyer ChatGPT conversations may qualify as attorney work product.
Why it matters: This ruling affects how in-house and outside counsel handle AI-generated content in litigation discovery. It clarifies protections for AI use, guiding policies to safeguard sensitive AI-generated materials.
- On June 3, 2026, Texas Business Court Judge Grant Dorfman ruled AI chat outputs from non-lawyers may be protected as work product under Texas law.
- The case was Tate Group Automotive, LLC v. Legacy Automotive Capital, LLC, Cause No. 25-BC11B-0020.
- Texas Rule of Civil Procedure 192.5(a)(1) broadly defines work product to include materials by a party or their representatives made anticipating litigation.
- Earlier in 2026, federal courts issued mixed rulings: some denied work product protection to AI outputs, while others granted it under certain circumstances.
On June 3, 2026, Judge Grant Dorfman of the Texas Business Court ruled that AI-generated chat outputs—specifically ChatGPT conversations conducted by a non-lawyer—may be protected under the attorney work product doctrine. The ruling came in Tate Group Automotive, LLC v. Legacy Automotive Capital, LLC, Cause No. 25-BC11B-0020.
Judge Dorfman interpreted Texas Rule of Civil Procedure 192.5(a)(1) to broadly include any materials or mental impressions prepared by or on behalf of a party or its representatives while anticipating litigation. This ruling recognizes that non-lawyers using AI tools as part of legal preparation act as representatives whose AI outputs can enjoy protection.
In litigation, the attorney work product doctrine protects materials prepared in anticipation of litigation from discovery. Here, its scope was extended to AI-generated materials, marking a significant development given widespread AI adoption.
Federal courts have been divided. Earlier in 2026, on February 10, Judge Jed S. Rakoff in U.S. v. Heppner ruled that AI-generated documents by a defendant were neither protected by attorney-client privilege nor by work product. Conversely, Judge Anthony P. Patti found that AI-generated materials prepared by a pro se plaintiff qualified for work product protection in Warner v. Gilbarco, Inc.
Judge Dorfman attributed the Texas ruling's contrast with some federal decisions to Texas’s broader procedural standard, observing: "The Texas Rules of Civil Procedure provide a different (and perhaps broader) standard than the federal rules."
This difference is critical for legal teams advising on AI use. Texas’s more inclusive approach means AI-generated documents could be shielded from discovery if prepared by a non-lawyer acting on a client’s behalf.
Legal professionals handling AI-generated content in discovery and litigation strategies should monitor these evolving standards. The expanding role of AI tools in legal workflows increases the importance of understanding potential protections and tailoring internal policies accordingly.
By the numbers:
- June 3, 2026 — Texas judge’s ruling on AI chat work product
- February 10, 2026 — Conflicting federal court rulings on AI-generated material protection
- 192.5(a)(1) — Texas rule broadly defines attorney work product
Yes, but: Federal courts remain split on whether AI-generated materials qualify for work product protection, creating legal uncertainty outside Texas.
What's next: Watch for further state and federal court rulings to clarify protections for AI-generated content in litigation discovery.