Custom Data for AI

Custom Clinical & Human
Datasets for AI Training

We source and prepare buyer-defined clinical datasets — including oncology, pathology, medical imaging, and longitudinal patient data — alongside speech, motion, and other human datasets for AI development.

15+
Languages
4
Continents
9
Data Categories
Custom
Built to Spec

Data Capabilities

Custom data sourcing and preparation across clinical and human data domains.

01

Clinical & Oncology Data

Custom sourcing and preparation of hospital-based clinical datasets, pathology images, medical imaging, patient records, treatment histories, and longitudinal outcomes through healthcare institutions in Ukraine.

Explore Clinical Data →
Custom Oncology Datasets →
02

Speech & Voice Data

Custom speech recording, multilingual and accented speech datasets, transcription, voice data annotation, and other speech AI requirements. 15+ languages with native speakers across 4 continents.

Browse Samples →
03

Accented Speech

Non-native speakers reading and speaking in foreign languages. Any L1→L2 combination with metadata including native language, proficiency level, and accent strength.

04

Face & Emotion

20+ facial expressions, 360° head rotation, diverse demographics. AI-ready face meshes and landmarks.

05

Motion, Vision & Human Data

Full-body movement, hand gestures, culturally-specific actions. Human motion, visual data, and other data-collection services relevant to AI and computer vision.

06

AI Evaluation & RLHF

Human preference ranking, response quality assessment, safety evaluation. Multilingual evaluators across 15+ languages for LLM alignment.

07

Parallel Text Corpora

Natural human translations across 15+ language pairs. Authentic, culturally-native text for LLM training — not machine translation.

08

Handwriting & OCR

Handwritten text samples across scripts: Cyrillic, Latin, Arabic, Devanagari, and more. Custom collection available.

09

Body & Skin Imagery

Photographs of body parts, skin, nails, and physical features. Diverse demographics and Fitzpatrick I-VI skin tones.

Languages & Regions

Active contributor networks with native speakers.

Europe
UkrainianCentral + Western dialects
Russian
Belarusian
Polish
Czech
Slovak
Croatian
Armenian
GermanAustrian dialect
Latin America
Mexican Spanish
Colombian Spanish
Dominican Spanish
Argentine Spanish
Asia
Tagalog
Kazakh
Hindi
Bengali
Africa
Swahili
Yoruba
Amharic

Custom language collection available on request

How It Works

From brief to delivery.

01

Brief

You tell us what data you need — data type, specifications, volume, demographics, and intended use. We scope the project.

02

Source & Collect

For clinical data, we evaluate hospital and laboratory sources. For human data, our contributor networks record, photograph, or annotate to your specifications.

03

Validate

Quality control, format compliance, metadata validation. For clinical data: de-identification, structuring, and expert review where required.

04

Deliver

Clean, labeled datasets delivered via secure transfer with full documentation, quality reports, and applicable rights documentation.

Why REMI Data

Built for AI teams who need reliable, diverse, and properly sourced training data.

Custom Collection

Every dataset is built to your specifications — data type, format, volume, demographics, clinical endpoints, or language requirements.

Clinical & Human Data

From hospital-sourced oncology datasets to multilingual speech recordings — clinical and human data through a single provider.

Quality Controlled

Automated and expert QC processes. Clinical data receives specialist review. Human data is validated for format, content, and metadata.

Rights & Licensing

Data rights and commercial licensing are documented for each project. For clinical data, consent, legal basis and usage rights are assessed per source.

Underrepresented Languages

Focus on languages AI still struggles with. Fill the gaps in your training data across 15+ languages.

Rich Metadata

Every data point comes with full context — demographics, clinical staging, dialect, or whatever metadata your application requires.

About REMI Data

Custom clinical and human data sourcing for AI development.

REMI Data is a US-based company organizing custom data collection, preparation, and project-specific commercial licensing for AI developers. Our activities encompass clinical datasets sourced through healthcare institutions in Ukraine, as well as human training data — speech, face, motion, and other modalities — collected through contributor networks across multiple countries and continents.

Founded in 2024 by Alexander Adamov, an entrepreneur with 25+ years of business experience in Ukraine and the United States. REMI Data is a member of the NVIDIA Inception program and is based in Miami, Florida.

Leadership

Alexander Adamov

Founder & CEO

Entrepreneur with 25+ years of business experience in Ukraine and the United States. Background in managing distributed international teams, real estate development, and technology operations. Based in Miami, FL.

LinkedIn →

Discuss Your Data Requirements

Tell us what data you need. We'll evaluate feasibility, scope the project, and deliver.

Looking for Custom
Oncology Datasets?

Hospital-sourced pathology, imaging, clinical records, molecular data, treatment histories and longitudinal outcomes.

Clinical Data Overview Oncology Datasets