From the Hintyr Team
Analysis, guides, and perspectives on AI-powered document review and legal technology.
Articles
AI Redaction Failures That Expose Privileged Data
AI redaction tools fail more often than vendors admit. Real failure modes from Relativity, Everlaw, and GoldFynch, court sanctions, and the QC checklist that prevents privilege exposure.
11 min read
How to Bill Clients for AI-Assisted Legal Work in 2026
How should firms bill for AI legal work? 80% of corporate counsel expect lower bills. Five billing models, seven ethics opinions, one pricing gap.
11 min read
Rule 707 Explained: AI Evidence Meets Daubert
Proposed Rule 707 applies Daubert standards to AI-generated evidence in federal court. Learn the requirements, key cases, and cost impacts for your practice.
11 min read
Lawyer Duty to Supervise AI: Rules 5.1 and 5.3 Guide
79% of lawyers use AI but only 9% of firms enforce a policy. Your duty to supervise AI under Rules 5.1 and 5.3 is enforceable. Here is what courts expect.
12 min read
Ethical Walls and AI Tools: What Law Firms Must Know
AI tools can silently breach ethical walls, risking disqualification and malpractice. Learn what ABA Opinion 512 requires and how to build AI access controls.
12 min read
Proportionality Arguments with AI: A Rule 26 Playbook
Use AI cost data to win proportionality arguments under FRCP Rule 26. RAND-backed figures, TAR case law, cost-shifting precedent, and a step-by-step playbook.
12 min read
AI E-Discovery for Small Law Firms: A 2026 Guide
AI e-discovery for small law firms: case law, ethics rules, cost data, and a practical workflow to close the gap with large firms already using AI tools.
12 min read
Best AI Document Review Tools for Law Firms (2026)
An honest comparison of six AI-powered document review platforms for litigation teams, covering pricing, AI capabilities, and ease of use across Hintyr, Relativity, Everlaw, DISCO, Logikcull, and GoldFynch.
15 min read
AI Disclosure in Court: 300+ Rules You Need to Track
Over 300 judges now require AI disclosure in court filings, but no two rules are alike. Get the sanctions timeline, tool-trigger analysis, and compliance steps.
10 min read
AI and Attorney-Client Privilege: What Every Lawyer Must Know
AI attorney-client privilege is at risk after Heppner. Learn how consumer vs. enterprise AI affects privilege, and what your firm should do now.
10 min read
AI Malpractice Risk for Lawyers: Sanctions, Insurance Gaps, and the New Standard of Care
Courts have sanctioned dozens of lawyers for AI hallucinations since 2023. Learn the malpractice risks, ethics rules, and verification steps your firm needs now.
10 min read