Clinical data is powerful when you can actually ask it questions.

1
Mission

We are a clinical data platform.
Our mission is to make every hospital's data queryable, starting with the physician notes that no one can search today.

2
Process
2
Process

We structure clinical notes with the same precision clinicians bring to patient care.

i.

Native FHIR Extraction

Pull structured and unstructured records from your EMR via FHIR, no middleware required.

ii.

On-Premises De-identification

Strip PHI inside your hospital before anything moves. Patient data never crosses the perimeter with identifiers attached.

iii.

Clinical Normalization

Repair OCR artifacts, resolve inconsistent abbreviations, unify fragmented documentation into text a model can trust.

iv.

Medical-grade Clinical NLP

A clinical language model and curated regex logic extract diagnoses, medications, and findings with confidence scored on every value.

v.

OMOP CDM Mapping

Map extracted concepts to the OMOP Common Data Model so your data is instantly comparable across departments and institutions.

vi.

Continuous QA and Improvement

Five independent quality checks per record. Clinician corrections feed back into the models, tightening accuracy with every reviewed case.

Two overlapping clusters of vertical bars converging in the center on a colorful gradient oval, with labels “a.” on the left and “b.” on the right, illustrating hypothesis transition.A dense grid of vertical bars shifting toward the right into a circle filled with a rainbow gradient, representing the architected data shape for model training.Three staggered horizontal layers of vertical bars converging on a central multicolored diamond, labeled “1.”, “2.”, and “3.”, symbolizing targeted data-collection experiments.A broken ring of vertical bars with one quadrant shown as a rainbow gradient, annotated “A.”, “B.”, and “C.”, depicting the cycle of measuring quality and tuning a small high-signal set.A stylized waveform made of vertical bars colored in sequential rainbow segments, illustrating the scaled dataset spanning thousands of hours.Abstract graphic showing vertical bars, symbolizing audio dataset release.
i.

Native FHIR Extraction

Pull structured and unstructured records from your EMR via FHIR, no middleware required.

Two overlapping clusters of vertical bars converging in the center on a colorful gradient oval, with labels “a.” on the left and “b.” on the right, illustrating hypothesis transition.
ii.

On-Premises De-identification

Strip PHI inside your hospital before anything moves. Patient data never crosses the perimeter with identifiers attached.

A dense grid of vertical bars shifting toward the right into a circle filled with a rainbow gradient, representing the architected data shape for model training.
iii.

Clinical Normalization

Repair OCR artifacts, resolve inconsistent abbreviations, unify fragmented documentation into text a model can trust.

Three staggered horizontal layers of vertical bars converging on a central multicolored diamond, labeled “1.”, “2.”, and “3.”, symbolizing targeted data-collection experiments.
iv.

Medical-grade Clinical NLP

A clinical language model and curated regex logic extract diagnoses, medications, and findings with confidence scored on every value.

A broken ring of vertical bars with one quadrant shown as a rainbow gradient, annotated “A.”, “B.”, and “C.”, depicting the cycle of measuring quality and tuning a small high-signal set.
v.

OMOP CDM Mapping

Map extracted concepts to the OMOP Common Data Model so your data is instantly comparable across departments and institutions.

A stylized waveform made of vertical bars colored in sequential rainbow segments, illustrating the scaled dataset spanning thousands of hours.
vi.

Continuous QA and Improvement

Five independent quality checks per record. Clinician corrections feed back into the models, tightening accuracy with every reviewed case.

Abstract graphic showing vertical bars, symbolizing audio dataset release.

Notes that once sat in free text are mapped to OMOP concepts, ready for quality reporting, cohort discovery, trial feasibility, and regulatory review alike.

3
Featured Products

A platform suite designed for clinical data structuring, quality, and compliance.

Strata icon

Strata

Your clinical knowledge, finally usable.

Most of what your clinicians know is trapped in free-text notes that no system can read. Strata turns those notes into clean, structured, research-ready data, fully de-identified, running entirely inside your own walls. Nothing leaves the building. Everything becomes an asset.

Built for institutions that won't trade control for capability.

Pharos icon

Pharos

Answer your own questions, in minutes, not quarters.

Stop waiting on a data team to build the cohort you needed last week. Pharos gives your department living patient registries you can query yourself, starting with glaucoma and ready for your specialty next. The patients are already there. Now the answers are too.

One question answered today is worth more than a dataset delivered next year.

Hallmark icon

Hallmark

Walk into the audit already knowing you'll pass.

Coding gaps cost you revenue. Data gaps cost you sleep. Hallmark catches both before they reach a regulator, scoring every record against PDPL, CBAHI, and NPHIES and leaving a complete trail behind it. When the auditors arrive, you have nothing to find out.

Compliance you can prove, revenue you weren't capturing, on a record you can stand behind.

Interested in what we can do for your hospital?

Contact us to discuss your hospital's needs.

1. Discovery call

We learn your EMR, your data, and the questions your researchers want answered.

2. Technical assessment

We map your FHIR endpoints, confirm data quality, and size the deployment.

3. Pilot deployment

Start with one specialty. See real extractions from real notes within weeks.

4. Expand

Add specialties, add departments, add new use cases: quality reporting, coding recovery, compliance.

Bonus: Experiment with us

We frequently partner with research teams to design custom extraction models for new specialties and data types.

Contact us for more information.