Atlanta Startup Case Nurse Delivers Court-Ready Documents by Pairing AI With Licensed Nurses

A French scholar has compiled a database of over 1,200 instances (800 in the United States alone) where AI tools like ChatGPT, Gemini, and Perplexity fabricated or misrepresented case law in court proceedings. The consequences have been serious: judicial warnings, sanctions, and in some cases, outright dismissal of cases.

For attorneys, the promise of AI is real…but so is the professional exposure.

It's a tension that Atlanta-based founder Aaron Brzowski is trying to solve with his new startup, Case Nurse.

Meet Case Nurse

Founded in October 2025, Case Nurse is an Atlanta startup targeting one of the most document-heavy corners of personal injury law: medical record review.

When a personal injury attorney prepares for trial, they comb through mountains of medical records, pull relevant diagnostic codes, and assemble a court-ready report. That process is time-consuming, detail-intensive, and costly. AI can accelerate much of the data extraction work, but in a field where a single error can jeopardize a case, the process needs to be perfect.

Case Nurse's answer is a "human in the loop" model. The company's AI handles the first pass of record processing, and then a licensed nurse on the Case Nurse team reviews the AI-extracted findings and builds the final report. This allows for a nurse-certified work product, delivered at a flat fee, with a 48-hour turnaround.

"Medical records sit at the intersection of two of the most heavily regulated industries in the US — legal and healthcare — so the bar for accuracy and data privacy is incredibly high," Brzowski told Hypepotamus. "We built to HIPAA standards from day one.”

The accountability that model creates is precisely what makes it resonate with attorneys who have grown cautious about AI.

"When I talk to attorneys at conferences, there's usually this moment where they see what AI can do and get excited, but then they catch themselves and reel back because they know the risks," Brzowski added. "But when I tell them we have licensed RNs on our team building every report and ensuring quality and accuracy, they come right back. That's the moment it clicks. When a lawyer presents our work in court, a licensed nurse constructed it. That's accountability they can stand behind."

The Market Opportunity

There are approximately 50,000 personal injury firms across the United States. Case Nurse is going after the small-to-medium sized firms that have largely been left behind by enterprise AI tools, a segment Brzowski believes is underserved.

Reaching them, however, requires a different kind of sales playbook. "As I was told, it's a very steak and wine business," Brzowski said. "Cold calls, cold emails don't do the trick. You need to be able to be a human and be able to provide them a real service."

To generate leads in its early days, Case Nurse is hitting a series of legal conferences across the Southeast this spring and summer to build relationships.

The Founder

Brzowski is a technical founder whose career spans aerospace and startup ecosystems. He built his early experience at organizations including Wolfram, Northrop Grumman, Barsala, and Discotech before most recently serving as Platform Lead for AI Commercialization at Georgia Tech's AI initiative.

It was at Georgia Tech where Brzowski said he witnessed firsthand the hesitancy that legacy industries carry toward AI adoption.

"They know they want it. They know they need it. They're terrified of it being wrong," he told Hypepotamus.

That observation became the founding insight behind Case Nurse. He has since assembled a team of four licensed nurses and raised $105,000 in SAFE notes from early investors.