From the Hintyr Team
Analysis, guides, and perspectives on AI-powered document review and legal technology.
Articles
What Is a Clawback Agreement? FRE 502(d) Explained
What is a clawback agreement? A guide to FRE 502(b), (d), and (e), the "reasonable steps" standard, and drafting language that prevents privilege waiver.
12 min read
What Is an E-Discovery Custodian? Rules, Limits, Practice
What is a custodian in ediscovery? An ESI custodian holds your case data under FRCP 34. Learn the rules, custodian list limits, and non-custodial sources.
12 min read
What Is Redaction? Defensible Document Redaction in E-Discovery
What is redaction? The permanent removal of sensitive content, not a black-box overlay. FRCP 5.2, HIPAA Safe Harbor, and AI workflows for defensible redaction.
12 min read
What Is a Load File? DAT, OPT, and Modern Production Formats
What is a load file? A guide to DAT, OPT, and EDRM XML formats, family preservation, and how modern attachments break the rules small firms inherit.
12 min read
What Is Spoliation? Evidence Destruction and Sanctions Under FRCP 37(e)
What is spoliation? A 2026 guide to FRCP 37(e), the intent-to-deprive standard, ephemeral-messaging cases, and the preservation workflow for small firms.
12 min read
What Is an AI Agent? Agentic AI for Law Firms
What is an AI agent in legal practice? A plain guide to agentic AI for law firms, the agent loop, ABA Rule 1.1 and 5.3 duties, and where it fits today.
12 min read
What Is RAG? Retrieval-Augmented Generation for Lawyers
What is RAG legal AI? Retrieval-augmented generation for lawyers grounds answers in your documents and citations, but it does not eliminate hallucinations.
12 min read
What Is Technology-Assisted Review in the GenAI Era?
What is technology-assisted review? TAR uses AI to rank documents by relevance, helping small firms cut review costs while staying defensible in court.
12 min read
What Is ESI? Electronically Stored Information Explained
What is ESI? A litigator's guide to electronically stored information under Rule 34, Slack and Teams data, and ESI protocol terms small firms can win.
12 min read
What Is E-Discovery? An AI-Era Guide for Small Law Firms
What is e-discovery? A 2026 guide to the EDRM phases, FRCP rules, ABA Op. 512, and the AI-assisted review workflow small law firms can defend in U.S. courts.
12 min read
What Is a Bates Number? A Guide for Legal Teams
What is a Bates number? A clear guide to Bates numbering, format conventions, load files, and how legal teams stamp productions in 2026 without errors.
12 min read
AI Disclosure Templates for Court Filings (12 PDFs)
A free pack of 12 AI disclosure templates for federal and state court filings. Citation checks, expert reports, and client consent. Updated April 2026.
13 min read
GenAI vs. TAR: What Small Firms Need to Know Before Choosing
GenAI can cost more than TAR 2.0 per document and has zero court precedent. Cost data, labor math, and a practical decision framework for small firms.
12 min read
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
When Opposing Counsel Files AI Generated Court Filings
AI-generated court filings from opposing counsel are surging. Spot fabricated citations, preserve Rule 11 deadlines, and win fees under Section 1927 now.
11 min read
AI and the Pro Se Flood: Opposing Filings Litigation Strategy
AI generated court filings from opposing counsel are swamping small-firm dockets. Triage pro se AI complaints, stop serial filers, and protect your client.
11 min read