Book a demo Field notes on AI for firms.
Practical, opinionated writing on automating intake, records, drafting and file review in document-heavy practices — personal injury, immigration, employment and beyond.

AI for Firms in 2026: What Actually Works (and What Doesn't)
A practical guide to AI for firms — where automation delivers real leverage in intake, records, drafting and file review, and where it still fails.

AI for Personal Injury Firms: Records, Intake and Demand Letters
How personal injury firms use AI to automate medical records collection, intake, chronology building and demand letter drafting — without giving up control.

AI Medical Records Collection and Summarization: A Field Guide
How AI automates medical records requests, follow-up and chronology building for personal injury, disability and employment cases in the US (HIPAA) and Canada (PHIPA / PIPEDA).

AI for Immigration Firms: Intake, Forms and Evidence Assembly
How immigration firms use AI to automate multilingual intake, case-type triage, form drafting and evidence packet assembly across USCIS (US) and IRCC (Canada) filings.

AI for Employment Firms: Document Review, Intake and Drafting
How employment firms use AI to review personnel files, automate discrimination and wage-and-hour intake, and draft first-pass demand and response letters.

AI Clerk vs. Virtual Receptionist: Which Actually Runs Your Firm?
AI clerks vs. virtual receptionist services for firms — 24/7 coverage, case management integration, per-minute cost and where each one breaks.

How Many Files in Your Office Are Quietly Falling Behind Right Now?
Most firms don't discover a file is slipping until it costs them — a missed deadline, a client who noticed first. Why it's a math problem, not a people problem, and how to close the leak.
