Reasoning · Inquiry · Tactical · Assistant

Medical-legal case intelligence reasoned, cited, and honest.

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.

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Built to sit beside your paralegals and legal nurse consultants — not replace them.
Who RITA Works For

She does the reading. Your team still does the deciding.

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.

Faster First Drafts

Hours of chart review compressed to minutes, not replaced.

You Stay the Decision-Maker

Every finding is a citation you can check, not a verdict.

More Cases, Same Team

Capacity to take on more work without burning out the people doing it.

Why RITA Is Different

Not a summary. A reasoned opinion.

Every RITA report is built on a simple rule: if it's not documented, she says so — instead of guessing.

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Reasoned

Conclusions drawn from the record, not a summary or a search.

2

Sourced

Every finding is cited back to its exact page in the record.

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Honest

Abstains — "not in the record" — instead of guessing.

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Benchmarked

Deviation of care measured against the standards you upload.

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Calculated

Billing analysis computed from the charge lines, not estimated.

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On-Premises

RITA runs locally — on your own infrastructure or within our closed-loop system — so your case files never leave a network you control.

A Full Litigation Suite

Twelve report types, one platform.

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.

See For Yourself

Radical honesty, report by report.

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.

Merit Screen QA banner
This report failed its own QA check — and says so, right in the deliverable, instead of quietly shipping a shaky number.
She names the exact upstream objects — charge_ledger, billing_qa_gate — that made this report provisional, not just a vague "needs review."
Flag a problem, then hand you the one-click path back to source — not just a warning with nowhere to go.

Merit Screen — Fails Loudly, Not Quietly

When the underlying data is provisional, the report is marked "QA Fail — Provisional" instead of presenting it as settled fact.

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Billing Analysis QA status and fraud-score disclaimer
100/100 (high) — flagged right in the executive card, not buried in an appendix, so no one skims past it.
A 100/100 fraud-indicator score sounds damning — so RITA immediately clarifies what it does and doesn't mean, instead of letting the number speak for itself.
Every unsupported dollar traces to a named CPT code and the specific reason it's unsupported — not a lump-sum estimate.

Billing Analysis — Precise About What a Score Means

Every scored finding comes with the plain-language boundary of what it is and isn't proof of.

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Expert Rebuttal missing expert report warning
No opposing expert report was loaded — so instead of inventing one, RITA flags the claim language as placeholder text until you load the real thing.
She's explicit that this is placeholder language standing in for a real opinion — not something quietly repackaged as if it were one.
Not just a warning — a direct link to the exact panel where you load the real expert report and regenerate.

Expert Rebuttal — Won't Fake What's Missing

She'll draft the scaffolding, but she tells you plainly when it's a placeholder, not a rebuttal.

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Medical Chronology QA advisories
29 contradictions in the record, surfaced for attorney review — before anyone treats this chronology as settled fact.
Not a vague "inconsistencies found" — she names the exact conflicting details, ready to hand to the treating provider or opposing counsel.
She won't block you from using a flawed chronology — but she won't let you export it without you seeing the warning first.

Medical Chronology — Flags Its Own Contradictions

Conflicting mechanism-of-injury accounts get called out explicitly, not smoothed over into one clean story.

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Treatment Timeline QA verified banner
The intake facts sit right above the QA verdict — so you can see exactly what was checked before RITA calls it clean.
Not every report gets flagged. When the record checks out clean, RITA says that too — the same banner, the opposite verdict.
A clean QA verdict doesn't mean the analysis stops — she still builds out the full litigation timeline underneath it.

Treatment Timeline — Verified Clean

The honesty cuts both ways: this one passed every QA check, and the report says so just as plainly.

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Demand Letter scope disclaimer
Liability language stays narrow and factual — tied to a dated record entry, not an advocate's framing.
The suggested range isn't a guess — it's shown with the exact multiplier and specials figure that produced it, fully auditable.
Even in a letter built to persuade, RITA draws a hard line between her computation and counsel's judgment call.

Demand Letter — Knows Where Her Job Ends

The suggested range is deterministic scaffolding, not a legal opinion — and the letter says so in plain English.

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The Inquiry & Tactical Layer

Ask her the question you'd ask a second chair.

RITA 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.

Where does the record support future medical costs — and where does it go quiet?
Pulls every documented basis for future care, page by page, and flags the gaps instead of filling them in.
Pull every note that touches the pre-existing condition.
Surfaces the full, cited trail through the chart — not a summary of what she thinks it means.
What does the defense's own expert say that helps us?
Reads the opposing report on its own terms and cites the language, favorable or not.
Show me every gap in the treatment timeline, with dates.
Lists the documented dates on either side of each gap — the record's own silence, not a guess at why.
Where's the weakest point in our causation argument?
Surfaces every contradiction, gap, or unsupported claim on causation that's already sitting in the record, cited — a real vulnerability to prepare for, not a guess at what opposing counsel might argue.
Patent Pending · U.S. Prov. 64/122,159

Introducing RITAPod™

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.

  • On-Premises Core — RITA herself runs locally, not in the cloud — on your own infrastructure or within our closed-loop system, so your case files never leave a network you control
  • Portable — the case travels with you, no login required
  • De-identified — PHI scrubbed clean before export, so a RITAPod can be used in a cloud-based AI assistant without violating HIPAA
  • Citation-Grounded — every answer traces back to the record
  • Four Lenses — Plaintiff, Defense, Expert Prep, Neutral, one pod
The case
travels
with you

Run one of your real cases through RITA

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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