HaystackID

🤖 is now part of how many lawyers research legal questions, draft communications, and prepare for litigation, but the protections surrounding that work may not hold up the way you expect.

Attorney-client privilege and the work product doctrine were not written with AI in mind, and courts are only now beginning to decide how and whether those protections apply to AI-generated documents and communications.

❌ You do not want to find out where the gaps are in the middle of a case.

During a recent HaystackID® webcast, "The AI eDiscovery Sea Change: Privilege, Work Product, and Hyperlink Productions," legal practitioners worked through these questions, kicking off the program by examining United States v. Heppner.

💼 This was the first case to directly address whether documents generated through an AI tool can be protected by attorney-client privilege or work product doctrine, and why the court's reasoning may not settle the question.

One of the sharpest moments in the discussion came when panelist Adam Gajadharsingh, Discovery Counsel at Google, challenged the way the Heppner court framed its analysis. His argument: the court asked the wrong question entirely.

💬 Using a GenAI tool to prepare for a conversation with your lawyer, he explained, is "really no different than using a word processing tool, or email, or other modern electronic techniques or tools as part of the overall attempt to seek or communicate with counsel for advice."

If that framing holds, the privilege analysis looks very different, and the Heppner decision may be less settled than it appears.

🖇️ The panel also addressed the growing dispute over hyperlinked documents in family productions, a practical issue that arises in nearly every matter involving modern collaboration platforms like SharePoint or Google Drive.

The expert panelists offered different vantage points on the same set of unsettled questions. Whether you are outside counsel, in-house, or working in litigation support, the issues covered here are ones you are likely already encountering, or will be soon.

📜 Read the transcript to learn what this means for day-to-day legal practice: https://hubs.ly/Q04jmLpq0.

🇮🇪 2026 is in the books.

Over the last two days, conversations across Dublin have focused on the growing challenges that organizations face in managing risk, synthetic media, incidents, obligations, and cross-border evidence challenges simultaneously.

👏 Thank you to everyone who stopped by our booth, shared perspectives with our team, or joined the expert presentation with John Wilson and Jeffrey Shapiro.

Our experts covered:

✅ authentication and AI-enabled fraud
✅ NIS2, DORA, and growing regulatory pressure across Europe
✅ Cross-border digital evidence challenges
✅ AI-driven investigations and defensible response strategies

One point that surfaced repeatedly throughout the summit: digital evidence now requires a higher level of scrutiny, validation, and governance than many organizations were built to handle.

🌍 HaystackID® Global Advisory helps organizations address those pressures through integrated expertise across privacy, cybersecurity, , regulatory response, and cross-border discovery.

Learn how our experts help organizations manage privacy, regulatory, and investigative challenges across jurisdictions and changing regulatory environments: https://hubs.ly/Q04jfHKV0



Dublin Tech Summit

🤳 When a technology company faced a federal Grand Jury investigation into its content and transactions, 13 employees received subpoenas compelling testimony and personal records.

Outside counsel engaged HaystackID® to deploy a team of expert consultants who ran Case Insight™ across all the witnesses.

👆The engagement was built around a simple principle: every witness deserves the same depth of preparation, delivered in parallel, not sequence.

Case Insight approached the matter in four coordinated phases:

1️⃣ Building the Foundation.

Our team developed detailed, witness-specific case background inputs incorporating subpoena scope, investigation focus areas, key document categories, and each witness's distinct role and enforcement history.

2️⃣ Narrowing the Document Population.

Case Insight analyzed each witness's document population, classifying materials by relevance to specific allegations and surfacing key communications, enforcement decisions, and escalation chains tied to anticipated testimony.

3️⃣ Finding the Facts that Matter.

Fact chronologies were generated, relationships across overlapping investigations mapped, and cross-cutting themes identified: enforcement gaps, resourcing constraints, revenue-driven policy decisions, and coordination failures.

4️⃣ Delivering What Counsel Actually Needed.

Individualized packages containing classified document sets, fact timelines, and identified exposure areas gave outside counsel everything needed to run focused, strategy-driven preparation sessions.

✅ With Case Insight, all 13 witnesses were prepared simultaneously with individualized, AI-driven fact development packages, replacing sequential attorney-led review with a structured, parallel workflow that surfaced cross-witness themes, key exposure areas, and comprehensive fact chronologies aligned with anticipated lines of questioning.

Read the full case study and explore how Case Insight is transforming witness preparation, fact development, and document analysis across complex matters.

🔗 https://hubs.ly/Q04j0HPY0