Guided Demo

See exactly what MedLegal AI does on a real med-mal case

Pick the specialty that matches your practice. Each demo case uses synthesized-but-medically-plausible records with real SOC deviations the AI will surface. No signup, no credit card.

Try it with your own case → See the output first ↓
Step 1 · Pick your specialty lane
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ED / Cardiac · NJ
Smith v. Regional Medical Center
52yo F sent home from ED with "anxiety" — came back in massive saddle PE and cardiac arrest three days later. EKG literally read "consider right heart strain."
Nursing Home · PA
Thompson v. Riverside Nursing & Rehab
81yo demented male. Braden dropped 15→10 with no care-plan update, Stage IV sacral PI with bone exposure, fall during one-person toileting despite two-person transfer order. Death from sepsis.
Birth Injury / HIE · GA
Johnson v. Mercy Birth Center
Term infant. Category III tracing for 75+ min, attending OB managed by phone from home, delayed C/S. Cord pH 6.89, BD -19. Day-7 MRI classic watershed + deep-gray HIE pattern. Spastic quad CP.
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Surgical Never Event · TX
Martinez v. Good Samaritan Surgery Center
46yo TAH. Two sponge count discrepancies; surgeon ordered circulator to mark count "correct" without intraop X-ray. Retained 20cm Ray-Tec → septic shock on POD#20 → small bowel resection, open abdomen, ventral hernia.

1 The case file

Six text files uploaded to Case Analysis. Each is an ED record or EMS report from the two encounters. No clinical annotation — just the raw clinician notes.

PatientJane Smith, 52, F · DOB 1973-11-14
JurisdictionNew Jersey
Risk factorsOCP use, obesity (BMI 34), recent R TKR (10/2025), former smoker
ED 1 (1/15/26)Discharged as "anxiety," no workup
Between visits3 days of progressive dyspnea + new R calf swelling
ED 2 (1/18/26)Massive saddle PE, cardiac arrest, 12-min CPR, 18-day ICU

Tool used: Case Analysis (or Records Analyzer)

2 Case analysis in 45 seconds

Claude reads all 6 files, identifies the plaintiff theory, standard-of-care deviations, and causation chain. Output is structured — you can drop it straight into a motion or screen-call prep doc.

AI Output — Standard of Care deviations
  • Failure to calculate Wells score in ED despite tachycardia, tachypnea, SpO₂ 93%, recent surgery, OCP use — 5+ risk factors
  • Failure to obtain D-dimer or CTA before discharge. No imaging ordered.
  • Dispensing lorazepam to a patient with unexplained hypoxia — masked the progression
  • Discharge SpO₂ still 95% on RA — did not meet discharge criteria
  • Missed the S1Q3T3 pattern on the EKG (classic right-heart strain from PE)
AI flag: "The EKG computer interpretation literally said 'Consider right heart strain.' The physician over-read ignored it."

Output: SOC table, Daubert factors, causation chain, damages framework, 9 recommended expert witnesses, estimated payout range. Try it yourself →

3 Medical timeline

Same 6 files, different tool. Timeline Builder extracts every clinical event into a chronological table with page-cited quotes. This is what you'd normally pay an LNC $500-$1,500 to produce.

AI Output — extracted timeline (first 5 of 16 events)
2026-01-15 · 14:28
Triage vitals: HR 112, RR 24, BP 142/90, SpO₂ 93% RA. ESI Level 2 assigned. Source: ED Triage Note (RN Okafor)
2026-01-15 · 15:05
Dr. Torres: "Assessment: Anxiety/panic attack with hyperventilation." No Wells score documented. No D-dimer or CTA ordered. Source: ED Physician Note
2026-01-15 · 15:25
EKG: sinus tach, RAD, S1Q3T3 pattern, T-wave inversions V1-V3. Computer: "Consider right heart strain." Physician over-read: "Sinus tach. Otherwise unremarkable." Source: EKG Report
2026-01-15 · 16:15
Discharge. Dx: Panic attack. Rx lorazepam 0.5mg #10. SpO₂ still 95% on RA at discharge. Source: ED Discharge Summary
2026-01-18 · 07:38
CTA: Massive saddle PE, RV severely dilated, RV/LV ratio 1.8, D-sign. D-dimer >10,000. Source: CTA Report (Dr. Marks)

Output: 16-event chronology with page cites, each event classified (vital sign / order / adverse event), red flags highlighted. Try it yourself →

4 Damages model

Feed the same case into Damages Calculator. State-specific multipliers, economic/non-economic breakdown, comparable verdict lookup.

AI Output — damages ranges (New Jersey, plaintiff)
  • Economic: 18-day ICU + acute rehab + ongoing HF care · projected life-care plan $900K-$1.4M · lost earning capacity (52-year-old professional) $800K-$1.1M
  • Non-economic: 2-3x economic multiplier for hypoxic brain injury + permanent cognitive deficits + chronic right heart failure
  • Estimated verdict range: $4.2M (low) — $8.1M (median) — $13.5M (high), based on 27 comparable NJ/PA PE misdiagnosis cases 2020-2025

Output: 12-category damages breakdown, state-cap awareness, comparable verdicts with citations. Try it yourself →

5 Demand letter draft

Case Analysis output → Demand Letter Generator. Pulls in the SOC deviations, damages model, and a jurisdiction-appropriate demand ceiling.

AI Output — opening paragraph of draft

"On January 15, 2026, Jane Smith presented to Regional Medical Center's emergency department with two hours of acute shortness of breath, pleuritic chest pain, tachycardia, and hypoxia (SpO₂ 93% on room air). She was 52 years old, obese, taking combined oral contraceptives, and three months post-total-knee arthroplasty. Every single risk factor for pulmonary embolism was present at triage. Dr. Michael Torres did not calculate a Wells score. He did not order a D-dimer. He did not order a CT pulmonary angiogram. He diagnosed her with 'anxiety,' prescribed lorazepam, and discharged her while her oxygen saturation was still abnormal. Three days later, she coded in the bathroom of her home from a massive saddle pulmonary embolism. The standard of care required a Wells score and either a D-dimer or CTPA in this patient. That standard was breached. The breach caused the injury."

Output: full demand letter (~8 pages), SOC section with cited authorities, damages table, demand amount. Try it yourself →

What just happened

Six raw ED records went in. In the time it takes you to finish a cup of coffee, you have:

That's a ~$4,000-$8,000 LNC deliverable cost per case, produced in about 20 minutes for the cost of your subscription.

Run this on your own case

Upload your records (PDFs, .txt, .docx) and see the analysis in under an hour. Three free cases, no credit card, no sales call required.

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