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Healthcare AI data & simulation infrastructure

The platform that makes healthcare AI work for everyone

The world's most advanced medical AI has never met most of the world's patients. Mirra is where they meet — before deployment.

75M+ real patient records across the Global South

MIRRA · EVALUATION RUN 0042RUNNING

SYNTHETIC COHORT
LAGOS · NG-01

N · 12,400
FIDELITY · 92.4%
SOURCE · IN COUNTRY

SCENARIO STREAM
CLINICAL + OPERATIONAL

DXPediatric fever · atypical
HOLDS
OPReferral routing · bed shortage
HOLDS
DXMalaria + severe anemia
GAP FOUND
OPDischarge scheduling conflict
HOLDS
DXPostpartum sepsis
HOLDS
OPMedication reconciliation queue
HOLDS
GAP MAPPED → DATASET DS-114 QUEUED
SCENARIOS 12,418GAPS 208DATASETS 9

Built with expertise from

Harvard University
Google
Boston Medical Center
Memorial Hermann
Helium Health

The platform

Where healthcare AI meets the patients they've never seen.

01Source

It starts with representation.

Through exclusive partnerships with healthcare institutions across the Global South, Mirra sources representative clinical populations that rarely exist in commercial AI datasets. Every contribution is governed, protected, and securely hosted within Mirra's evaluation environment.

LAGOSACCRANAIROBIKIGALIADDIS ABABASÃO PAULO · NEXTMUMBAI · NEXTDHAKA · NEXTMIRRA
02Simulate

Break it before the real world does.

Every model is challenged against thousands of clinical scenarios, adversarial edge cases, and representative patient populations. Developers leave with a precise understanding of where their models succeed, where they fail, and why.

ADVERSARIAL SCENARIOS ×1000sFAILURE BOUNDARYMODEL
03Improve

Every gap becomes training data.

We transform failure modes into synthetic training datasets built from the RWD. Developers retrain on their own infrastructure, then bring their models back to Mirra — continuously validating improvements and generating the evidence needed for real-world deployment.

REAL COHORTNO REAL PATIENT CROSSESSYNTHETIC TWINS>90% STATISTICAL FIDELITY · >88% PREDICTIVE PARITY

Who we work with

Built for the entire healthcare AI ecosystem.

From the labs building frontier models to the systems deploying them at the bedside.

Frontier AI labs
Healthcare AI companies
Academic & research institutions
Pharma & CROs
Health systems

The world's most representative healthcare AI evaluation begins here.

Tell us what you're building, and we'll show you what it does on populations it has never seen.

Contact us