Courts Set New Rules for AI Use in Discovery Protective Orders

3 min readSources: National Law Review

Courts are integrating AI-specific terms into discovery protective orders to safeguard sensitive data.

Why it matters: Legal teams must adjust discovery protocols as AI tools become standard in document review. Clear AI guidelines ensure compliance and protect confidential information during litigation.

  • In Morgan v. V2X, Inc. (March 30, 2026), the District of Colorado approved AI tool use in discovery with confidentiality safeguards.
  • The pro se plaintiff in Morgan v. V2X had to disclose the AI platform used for litigation preparation, highlighting transparency requirements.
  • Jeffries v. Harcros Chemicals (March 25, 2026) barred use of public AI systems on all discovery materials, requiring secure, closed AI environments.
  • In Conservation Law Foundation, Inc. v. Shell Oil Co. (May 18, 2026), AI prompts used by an expert witness had to be produced in discovery, expanding disclosure obligations.

Recent federal court rulings highlight a growing trend to regulate artificial intelligence (AI) use in litigation discovery, reflecting increasing judicial attention to data security and transparency. Notably, in Morgan v. V2X, Inc., the U.S. District Court for the District of Colorado approved a protective order permitting AI-assisted document review, provided strict confidentiality safeguards were met. The court additionally mandated the pro se plaintiff disclose the specific AI platform employed during litigation preparation to ensure transparency.

Similarly, in Jeffries v. Harcros Chemicals, the District of Kansas extended a protective order to ban the use of public AI systems on any discovery materials, confidential or not. The court emphasized that AI tools must function within secure, closed environments to prevent inadvertent data exposure to public AI training models, underscoring a heightened focus on data governance.

Adding to these developments, a magistrate judge in Conservation Law Foundation, Inc. v. Shell Oil Co. ordered the production of AI prompts utilized by an expert witness, marking a significant extension of discovery obligations related to AI tools.

Experts note these rulings clarify how "protective orders are beginning to regulate the destination of discovery, not just its label," and courts are keen to distinguish between a party’s own information and opposing parties’ confidential data to establish fair and secure AI use in litigation.
Legal teams must update policies to align with these evolving standards, balancing AI efficiencies with rigorous confidentiality controls.

By the numbers:

  • March 25, 2026 — Jeffries v. Harcros Chemicals protective order decision date
  • March 30, 2026 — Morgan v. V2X, Inc. protective order decision date
  • May 18, 2026 — Conservation Law Foundation, Inc. v. Shell Oil Co. AI prompt production order date

Yes, but: Courts have yet to define detailed criteria for what constitutes 'secure' AI environments, leaving some operational uncertainty.

What's next: Legal teams can expect more rulings clarifying AI-related discovery protocols as courts adapt to evolving technology.