AI-MEDLAW · Insights
Practical guidance for plaintiff counsel.
Medical record review methodology, expert witness strategy, and the clinical knowledge behind complex plaintiff cases—written by a physician with more than 2,800 full case reviews and more than 3,600 total attorney engagements.
Featured
A document that requires the same interpretive effort as the records it was meant to replace has not solved the problem. It has repackaged it.
AI Risk · Part 1 · April 2026
AI Risk · Part 1 of 2
The 4,500-Page AI Report on 1,424 Pages of Records
One platform produced more than 4,500 pages from 1,424 pages of source records. Another lost the case between the review and the follow-up question. These are not hypotheticals—they are outputs from platforms plaintiff firms are actively paying for.
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AI Risk · Reference
The Judge Is Also Using AI.
Fines. Dismissals. Suspensions. Disbarment.
Unverified AI, Documented Consequences
1,200+
Cases documented
$110K
Largest single sanction
5–6
New cases every day
All Insights
Clinical Guidelines · Case Strategy
The Clinical Guideline That Could Make or Break Your Case
In a significant portion of contested cases, the standard of care is a specific document from a specific organization, applicable to a specific date. Identifying it before the expert retainer is signed changes the cost, the strategy, and sometimes the case.
AI Risk · Case Strategy
The Wrong Question, Answered Perfectly
The AI did exactly what it was asked. That was the problem. How prompt-based downstream error produces accurate, professional, strategically useless work product—and why it is the hardest failure mode to detect.
Case Strategy
The Records Never Stop Coming—and Neither Should the Analysis
Records arrive in waves throughout litigation. An analysis built on the first wave and never updated is a snapshot the litigation has already moved past.
Case Strategy
In the Trenches
After fifteen years in surgical practice and seven years alongside plaintiff attorneys, a reflection on what it means to have been on both sides of the table—and why that matters for the work.
AI Risk · Part 2
She Had No Children. The AI Said Otherwise.
A wrongful death case where the AI invented two children who did not exist. This is what happens when automated review platforms operate without a physician in the loop.
Methodology
The Words Physicians Search For—and Why They Change Everything
Before AI, experienced reviewers had a working vocabulary of words that reliably signal something worth examining. AI amplified that knowledge. It did not replace it.
Record Review
The Smoking Gun Is Usually Already in the File
In complex cases, the case-changing finding is rarely obvious. It is buried. Here is how a physician reviewer finds it—and why most reviews miss it.
Expert Witness
Why Expert Outreach Works Better Physician to Physician
Getting the right expert to engage is harder than finding them. The difference between a yes and three weeks of silence is often who made the first contact.
Case Strategy
When to Hire a Medicolegal Consultant vs. a Testifying Expert
They are not the same tool. Using one when you need the other is an expensive mistake—here is where each one belongs in the case lifecycle.
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