The GoArk vision

Make medical AI exponentially
intelligent.

GoArk procures, processes, and expertly annotates the highest- quality medical and dental imaging data — so frontier AI labs and medical-AI teams can train and evaluate on gold-standard, ML-ready datasets.

What we do

Medical AI is only as intelligent as the data behind it. We supply the best of it.

GoArk is a medical and dental data company. We procure imaging studies at scale, process them into training-ready formats, and expertly annotate them with credentialed super-specialists — under an FDA-compliant, DPDP-aligned workflow.

Modalities

Dental & medical imaging

CBCT, Bitewing, OPG for dental. Radiology, CT, MRI, and Ultrasound for medical — each with structured multi-modal patient context.

Method

Procure. Process. Annotate.

Three services under one roof: consented data procurement, ML-ready processing, and expert specialist annotation — delivered as a single audit-ready pipeline.

Standard

Compliant by design

FDA-compliant annotation workflow, DPDP-aligned chain-of-custody, de-identification by default. Contributor data never leaves our boundary.

Path A · Data & RL environments

Expert medical & dental data — the fuel for exponentially intelligent AI.

High-quality medical and dental datasets and reinforcement- learning environments — annotated by super-specialists in an FDA-compliant workflow, with multi-modal patient context attached.

Dental imaging

CBCT · Bitewing · OPG

Dental datasets

Annotated by super-specialist MDS & BDS dentists.

CBCT volumes, bitewings, and OPGs — labelled to the granularity a training run actually needs. Every subject includes multi-modal patient data alongside the images: history, medications, and structured findings.

CBCT

Cone-Beam CT

Volumetric 3D volumes with maxillofacial landmarks, pathologies, and airway analysis.

Bitewing X-ray

Interproximal caries, bone-level, and restoration integrity annotations.

OPG

Orthopantomogram

Panoramic dental radiography with dentition, sinus, and TMJ annotations.

Medical datasets

Annotated by super-specialists with medical post-graduate degrees.

Radiology, CT, MRI, and Ultrasound datasets — every study annotated by attending physicians with post-graduate specialization, then peer-reviewed. Full patient context is attached where consented.

X-Ray

Radiology

Chest, musculoskeletal, and abdominal radiographs with pathology labels.

Computed Tomography

Cross-sectional volumes with lesion segmentation and finding-level tags.

MRI

Magnetic Resonance

Multi-sequence brain, spine, and abdominal MRI with region-level annotations.

Ultrasound

Obstetric, cardiac, abdominal, and MSK ultrasound with expert-verified findings.

Radiologist reviewing brain MRI scans on a workstation

Medical imaging

Radiology · CT · MRI · Ultrasound

Reinforcement-learning environments

Bespoke medical RL environments — OSCE-style simulators, case-rollout grading, and multi-turn clinical dialogue with verified expert rubrics.

Annotators

MDS · BDS · MD

Super-specialists only — no crowdsourcing.

Workflow

FDA-compliant

Documented QMS, two-tier peer review, full audit trail.

Provenance

DPDP-aligned

Consent-first sourcing, de-identification by default.

Modality

Multi-modal

Imaging plus patient demographics, history, and reports.

Consent-first sourcing · De-identification by default · FDA-compliant annotation workflow · DPDP-aligned chain-of-custody · Contributor data is never shared with clients.

Our services

Procurement, processing, and expert annotation — as one service.

Take a single service or the full pipeline. Either way, what you receive is the same: gold-standard, consented, AI-ready medical and dental data.

Diagnostic imaging equipment in a modern clinical environment

Service · 01

Data procurement

Ethically sourced medical and dental imaging, at scale.

We source imaging studies from a network of partner hospitals, clinics, and diagnostic centers under written informed consent. Every study arrives with the multi-modal patient context that makes it clinically useful: history, medications, structured findings, and outcomes where available.

Written informed consent from every contributing subject
Multi-modal patient context attached to every study
DPDP-aligned handling · de-identification by default
Study-level chain-of-custody from source to delivery

Circuit and data visualization suggesting ML pipelines

Service · 02

Data processing — AI/ML ready

Curated, normalized, and versioned for training.

Raw clinical data is not training data. We de-identify, curate, and transform every study into ML-ready formats — with consistent metadata, versioning, and reproducible splits. DICOM handling, image normalization, region-of-interest extraction, and structured label schemas are built in.

DICOM ingest, de-identification, and standardization
Image normalization, ROI extraction, structured schemas
Consistent metadata · versioned datasets · reproducible splits
Delivered in the format your training pipeline expects (NIfTI, PNG, JSON, WebDataset, etc.)

Specialist physician reviewing imaging on a workstation

Service · 03

Expert specialist annotation

Labelled by MDS, BDS, and MD super-specialists.

Our annotation service is the differentiator. Every study is labelled by credentialed super-specialists — MDS and BDS dentists for dental, MD post-graduate specialists (radiology, cardiology, obstetrics, and more) for medical — under an FDA-compliant QMS with two-tier peer review. Gold-standard rubrics are co-designed with your team.

Super-specialists only — MDS · BDS · MD post-graduate
Two-tier peer review by senior attending physicians
FDA-compliant workflow, documented QMS, full audit trail
Rubrics co-designed with your team and calibrated against gold examples

Engage with GoArk

Bring us a use case — training data, evaluation data, or a specific clinical task. We'll scope it and ship a sample.

About us

The team building the future of applied AI.

Founded in 2023 in Washington, USA, GoArk is on a single mission: make medical AI exponentially intelligent. We procure, process, and expertly annotate the highest-quality medical and dental imaging data for frontier AI labs and medical-AI teams.

Founded: 2023
Headquarters: Washington, USA
Focus: Frontier AI

Get in touch Careers

Get in touch

Tell us one workflow or one dataset that matters.

We'll come back with a scoped plan and a time-to-first-outcome — usually in days.

Response

Within 2 business days

rahul@goark.ai

Make medical AI exponentially intelligent.