The next architecture of clinical AI.
Sovereign models, architected to reason in medical terms. State‑of‑the‑art accuracy, human‑in‑the‑loop auditability. Built for tomorrow’s medicine.
Accurate or explainable. Pick one.
That was the deal in clinical AI. We refused to take it.
Rented AI, exported data
Generic AI tools never come to your hospital. Your patient data goes to them.
Explanations, not reasoning
Other AI explains itself after the fact. At best, you get attention weights.
Defense is expensive
Every appeal costs time, and a black box leaves you nothing to revise.
So we built both: truly explainable and state-of-the-art accurate.
No trade-off. No black box. No exported data.
Our own models, reasoning in plain sight, inside your walls.
- 01
In-house
Our own models, deployed inside your walls. Patient data stays inside.
HIPAA-readyBAA-eligible deployments
- 02
A receipt for every code
I50.23 at 0.94? Here are the four concepts that add up to it.
100%of every score explained
- 03
Human in the loop
A coder can mark any concept affirmed or negated, and every code follows.
Zeroaccuracy lost under coder control
- 04
Small model. Fast answers.
Compact size of ~190M parameters. Suitable to fit on a single GPU.
~2–3 sper note, vs ~30 min by hand
See ShifaMind code a clinical note.
Review clinical note · 5 sections
Chief Complaint
Progressive dyspnea on exertion and orthopnea over 1 week.
History of Present Illness
72M with known HFrEF (LVEF 30%) on lisinopril, carvedilol, and spironolactone presents with one week of progressive shortness of breath, bilateral lower-extremity edema, and a 10-lb weight gain. Sleeping in a recliner due to orthopnea. No chest pain or syncope.
Exam
BP 152/88, HR 96, RR 22, SpO2 91% on room air. JVD 12 cm. Bibasilar crackles. 3+ pitting edema in both lower extremities.
Labs & Imaging
BNP 1850 (markedly elevated). Troponin negative. CXR: bilateral pleural effusions and pulmonary vascular congestion.
Assessment & Plan
Acute on chronic HFrEF exacerbation. Started IV furosemide 80 mg, continue home GDMT, daily weights, fluid restriction 1.5 L.
Chief Complaint
Progressive dyspnea on exertion and orthopnea over 1 week.
History of Present Illness
72M with known HFrEF (LVEF 30%) on lisinopril, carvedilol, and spironolactone presents with one week of progressive shortness of breath, bilateral lower-extremity edema, and a 10-lb weight gain. Sleeping in a recliner due to orthopnea. No chest pain or syncope.
Exam
BP 152/88, HR 96, RR 22, SpO2 91% on room air. JVD 12 cm. Bibasilar crackles. 3+ pitting edema in both lower extremities.
Labs & Imaging
BNP 1850 (markedly elevated). Troponin negative. CXR: bilateral pleural effusions and pulmonary vascular congestion.
Assessment & Plan
Acute on chronic HFrEF exacerbation. Started IV furosemide 80 mg, continue home GDMT, daily weights, fluid restriction 1.5 L.
Let's code this note
Benchmark
All 7,940 MIMIC-IV codes. Beats every model we reproduced on micro- and macro-F1.