RITA reads the record, reasons through it like a colleague who's read every page, and shows her work — citing every finding back to the source instead of guessing.
Every med-legal AI on the market will tell you it's faster, or smarter, or more accurate. We'd rather tell you what RITA is actually for: to serve the people who do this work — the paralegals reading 1,400-page charts at midnight, the legal nurse consultants whose name goes on the chronology, the attorneys whose license is on the line every time they sign a demand letter. RITA doesn't replace that judgment. She was built to earn a place beside it.
She will never be perfect, and we will never claim she is. Every record is different, every case has an edge she hasn't seen before, and there will always be a person whose job is to catch what she misses and decide what to do about it. That's not a limitation we're working around — it's the design. RITA is built to keep getting better with a human in the loop, the same way any good colleague does, not to arrive as a finished replacement for one.
If that sounds like an unusual thing for legal software to say about itself, that might be exactly the problem it's trying to fix.
RITA isn't here to replace the paralegals and legal nurse consultants who already know these cases cold. She's here to hand them a fully-cited first pass — record read, timeline built, findings sourced back to the page — so the person who signs their name to the work spends their time reviewing and judging, not scanning 1,400 pages of records to find the one line that matters.
Hours of chart review compressed to minutes, not replaced.
Every finding is a citation you can check, not a verdict.
Capacity to take on more work without burning out the people doing it.
When a patient file comes in, it's processed entirely locally — no public cloud AI service ever sees it. That's how every case is handled today, and it's the foundation for where this is headed next.
The moment a patient file arrives, it's read and reasoned through entirely on local infrastructure — never uploaded to a public cloud AI service for analysis.
Because processing never leaves local infrastructure, protected health information is never exposed to a third-party cloud environment — in transit or at rest.
Your case is never sent to a shared or third-party AI model. The reasoning happens in one controlled, local process, start to finish.
The next step: a dedicated appliance installed inside your firm's own network — a physical box behind your firewall — so records never have to leave your building at all, not even to reach us. Updates arrive one of two ways, your choice: pushed over a brief internet connection, or delivered fully offline by USB with zero network exposure.
Every RITA report is built on a simple rule: if it's not documented, she says so — instead of guessing.
Conclusions drawn from the record, not a summary or a search.
Every finding is cited back to its exact page in the record.
Abstains — "not in the record" — instead of guessing.
Deviation of care measured against the standards you upload.
Billing analysis computed from the charge lines, not estimated.
RITA runs locally — on your own infrastructure or within our closed-loop system — so your case files never leave a network you control.
Meet Jordan Avery (a synthetic case). From first merit screen to expert rebuttal, RITA covers the full lifecycle of a case.
Every sample above is a real RITA-generated report from a synthetic demo case — built to be shown, not staged.
Hover the dot on each page below. These are real excerpts from the sample packet — not cherry-picked wins. Some flag a problem, one confirms a clean record. That's the point.
When the underlying data is provisional, the report is marked "QA Fail — Provisional" instead of presenting it as settled fact.
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Every scored finding comes with the plain-language boundary of what it is and isn't proof of.
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She'll draft the scaffolding, but she tells you plainly when it's a placeholder, not a rebuttal.
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Conflicting mechanism-of-injury accounts get called out explicitly, not smoothed over into one clean story.
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The honesty cuts both ways: this one passed every QA check, and the report says so just as plainly.
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The suggested range is deterministic scaffolding, not a legal opinion — and the letter says so in plain English.
View full report →Every report above came from one source case file — Jordan Avery, a synthetic demo record built to stress-test RITA the way a real case would. Here's what checking her work actually found.
Twelve reports won't cover every question a case throws at you. When they don't, ask RITA directly in the query section — she doesn't guess at strategy, she surfaces what the record already says, cited back to the page, so you can build the argument yourself. Every answer traces to a document. If it's not in the record, she tells you that too.
And if that isn't enough — if you need her with you outside the portal, on your phone, mid-deposition-prep at midnight, or shared with your colleagues…
A portable, de-identified version of a case that drops into any AI assistant your firm already uses — on a laptop, a monitor, or your phone. Ask it anything, out loud or typed, the second you need it.
The Sutton case, de-identified and packaged as a RITAPod — 16 clinical events across 3 episodes, ready to drop into any AI assistant your firm already uses.
I didn't set out to build a piece of software. I set out to build something that could serve the people doing this work — the way my father meant it when he used that word with me.
He wasn't talking about business. He was talking about a way of showing up for people... doing the work not to be faster, or flashier, or first, but because it actually helps someone. When he said it, something clicked. That's what RITA is supposed to be. Not a replacement for the paralegals and legal nurse consultants and attorneys who've spent years learning to read a chart the right way — an extension of them, built with the same care I'd want if it were my own name on the line.
I've come to understand something while building this: whatever you build reflects who you are. Your morals, your standards, what you're willing to let slide and what you're not. So I've tried to build RITA the way I'd want to be treated — honestly, plainly, never pretending to know something she doesn't.
RITA will never be perfect. I will never tell you she is. Every record is different, every case has something she hasn't seen before, and there will always need to be a person in the loop to catch what she misses and decide what matters. That's not a flaw we're patching around — it's the whole design. She's meant to keep learning alongside the people who use her, the same way any of us do.
Search how other medical-legal companies describe themselves and you'll find faster, smarter, cutting-edge. You won't find serve. I want that to be the word people remember about RITA — not that she's perfect, but that she was built to actually help, and to respect the license of everyone who trusts her with their case.
— Peter, Founder
Send the records, typically a 24-hour turnaround — request a demo or account and see exactly what she does on a case that matters to you.
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