Empowering Healthcare Professionals with AI-powered clinical decision support tools for complex cases and rare diseases.

RareSum supports clinical decision-making, accelerates research, and enables more efficient diagnostic pathways: By transforming unstructured and anonymized medical data into structured and actionable insights within minutes, with its medical-grade, customized NLP & LLM models.

New

Your AI-powered Research Assistant

Rare Intelligence
for Medical Solutions.

Empowering Healthcare Professionals with AI-powered clinical decision support tools for complex cases and rare diseases.

RareSum supports clinical decision-making, accelerates research, and enables more efficient diagnostic pathways: By transforming unstructured and anonymized medical data into structured and actionable insights within minutes, with its medical-grade, customized NLP & LLM models.

New

Your AI-powered Research Assistant

Rare Intelligence
for Medical Solutions.

Empowering Healthcare Professionals with AI-powered clinical decision support tools for complex cases and rare diseases.

RareSum supports clinical decision-making, accelerates research, and enables more efficient diagnostic pathways: By transforming unstructured and anonymized medical data into structured and actionable insights within minutes, with its medical-grade, customized NLP & LLM models.

Meet us at where
Tech meets Medical Knowledge.

Meet us at where
Tech meets Medical Knowledge.

Meet us at where Tech meets Medical Knowledge

Meet us at where
Tech meets Medical Knowledge.

AI-Powered, Disease Specific Algorithm Approach.
Various Partnership Models for Healthcare Stakeholders.

AI-Powered, Disease Specific Algorithm Approach.
Various Partnership Models for Healthcare Stakeholders.

AI-Powered, Disease Specific Algorithm Approach. Various Partnership Models for
Healthcare Stakeholders.

At RareSum, we leverage multimodal AI technologies and develop physician-centric solutions to drive earlier and more accurate rare disease diagnoses for patients; collaborating with physicians, medical institutions, laboratories, associations and pharmaceutical companies through various strategic partnership models to expand the scope of positive impact.

At RareSum, we leverage multimodal AI technologies and develop physician-centric solutions to drive earlier and more accurate rare disease diagnoses for patients; collaborating with physicians, medical institutions, laboratories, associations and pharmaceutical companies through various strategic partnership models to expand the scope of positive impact.

At RareSum, we leverage multimodal AI technologies and develop physician-centric solutions to drive earlier and more accurate rare disease diagnoses for patients; collaborating with physicians, medical institutions, laboratories, associations and pharmaceutical companies through various strategic partnership models to expand the scope of positive impact.

45+

45+

45+

45+

RD Specific Algorithms
with ongoing development

RD Specific Algorithms
with ongoing development

RD Specific Algorithm
with ongoing development

8,000+

8,000+

8,000+

8,000+

Signs & Symptoms
in our database

Signs & Symptoms
in our database

15+

15+

15+

15+

Collaborations

Collaborations

COLLABORATIONS & SUPPORTERS

COLLABORATIONS & SUPPORTERS

COLLABORATIONS & SUPPORTERS

COLLABORATIONS & SUPPORTERS

OUR SOLUTIONS

OUR SOLUTIONS

OUR SOLUTIONS

OUR SOLUTIONS

Interconnected solutions
for a better, faster, easier diagnosis journey.

Interconnected solutions
for a better, faster, easier
diagnosis journey.

Interconnected solutions
for a better, faster, easier diagnosis journey

Interconnected solutions
for a better, faster, easier diagnosis journey.

Cutting-edge, user-friendly and AI-powered research and decision support tools, designed to empower healthcare professionals and ecosystem stakeholders for early and better diagnosis of rare diseases.

Cutting-edge, user-friendly and AI-powered research and decision support tools, designed to empower healthcare professionals and ecosystem stakeholders for early and better diagnosis of rare diseases.

RareSum Enterprise

Intelligent Screening Partnerships

RareSum Enterprise enables large-scale, intelligent data analysis and screening of high patient volumes using advanced NLP and specific algorithms.

AI-powered screening and software services for healthcare institutions, research centers and industry partners.

Beyond data intelligence, Enterprise serves as a research and industry collaboration framework, supporting customized and on-prem AI solutions for research and innovation projects.


RareSum Enterprise

Intelligent Screening Partnerships

RareSum Enterprise enables large-scale, intelligent data analysis and screening of high patient volumes using advanced NLP and specific algorithms.

AI-powered screening and software services for healthcare institutions, research centers and industry partners.

Beyond data intelligence, Enterprise serves as a research and industry collaboration framework, supporting customized and on-prem AI solutions for research and innovation projects.


RareSum Enterprise

Intelligent Screening Partnerships

RareSum Enterprise enables large-scale, intelligent data analysis and screening of high patient volumes using advanced NLP and specific algorithms.

AI-powered screening and software services for healthcare institutions, research centers and industry partners.

Beyond data intelligence, Enterprise serves as a research and industry collaboration framework, supporting customized and on-prem AI solutions for research and innovation projects.


RareSum Epic

Medical Analyzer for Actionable Insights

From raw medical data to structured, actionable insights in minutes.

RareSum Epic is an AI-powered medical analysis platform designed to help physicians and clinical teams organize, summarize, and analyze complex patient data through RareSum’s medical-grade, customized NLP.

By transforming unstructured and anonymized medical records into structured insights, RareSum Epic enables faster understanding of complex cases and supports more informed clinical decision-making.

RareSum Epic

Medical Analyzer for Actionable Insights

RareSum Epic is an AI-powered medical analysis platform designed to help physicians and clinical teams organize, summarize, and analyze complex patient data through RareSum’s medical-grade, customized NLP.

From raw medical data to structured, actionable insights in minutes.

By transforming unstructured and anonymized medical records into structured insights, RareSum Epic enables faster understanding of complex cases and supports more informed clinical decision-making.

RareSum Epic

Decision Support Tool for Physicians

RareSum Epic is an AI-powered medical analysis platform designed to help physicians and clinical teams organize, summarize, and analyze complex patient data through RareSum’s medical-grade, customized NLP.

From raw medical data to structured, actionable insights in minutes.

By transforming unstructured and anonymized medical records into structured insights, RareSum Epic enables faster understanding of complex cases and supports more informed clinical decision-making.

RareSum Dx

Decision Support Tool for Rare Diseases

RareSum Dx is an AI-powered clinical decision support tool that assists physicians in screening complex patient cases for potential rare disease risks.

Advanced, rapid, and efficient risk screening powered by medical-grade AI and disease-specific algorithms.

By analyzing various data points including symptoms, medical history, and diagnostic test results; RareSum Dx applies disease-specific algorithms to identify red flags and generate prioritized, data-driven insights to support diagnostic reasoning.

RareSum Dx

Decision Support Tool for Rare Diseases

RareSum Dx is an AI-powered clinical decision support tool that assists physicians in screening complex patient cases for potential rare disease risks.

Advanced, rapid, and efficient risk screening powered by medical-grade AI and disease-specific algorithms.

By analyzing various data points including symptoms, medical history, and diagnostic test results; RareSum Dx applies disease-specific algorithms to identify red flags and generate prioritized, data-driven insights to support diagnostic reasoning.

RareSum Dx

Decision Support Tool for Rare Diseases

RareSum Dx is an AI-powered clinical decision support tool that assists physicians in screening complex patient cases for potential rare disease risks.

Advanced, rapid, and efficient risk screening powered by medical-grade AI and disease-specific algorithms.

By analyzing various data points including symptoms, medical history, and diagnostic test results; RareSum Dx applies disease-specific algorithms to identify red flags and generate prioritized, data-driven insights to support diagnostic reasoning.

HOW WE EMPOWER PHYSICIANS?

AI-Powered Research
and Decision Support for Complex Cases

Diagnosing rare diseases can be a challenge; requiring physicians to analyze complex patient profiles and medical histories while navigating vast amounts of unstructured clinical data and consulting multiple sources for many days and hours.

RareSum’s AI-powered and physician-supporter tools streamline and accelerate this process, enhancing research clinical decision-making processes and empowering physicians to save valuable time to focus on what matters most: delivering high-quality patient care and clinical excellence.

Compliance & Security First

KVKK, GDPR-compliant and built with strong data protection measures. Ethical AI values driven design.

Access to Structured Data

RareSum converts unstructured medical records into a structured patient profile.

Research Assistance

By analyzing the patient profile, RareSum simplifies navigation across clinically relevant insights to support differential diagnosis.

Next Steps &

Treatment Pathways

RareSum guides physicians through next steps, enabling them to quickly access global clinical guidance and treatment pathways.

Easy Genetic & Enzyme

Test Requests

Automated test requests directly from the platform, via RareSum Enterprise partnerships. Ensuring faster processing and communication for critical cases.

Time-Saving &

Workflow Optimization

Streamlines clinical workflows by delivering AI-powered, actionable insights: Helping clinicians spend less time navigating data and more time on decision-making.

HOW WE EMPOWER PHYSICIANS?

AI-Powered Research
and Decision Support for Complex Cases

Diagnosing rare diseases can be a challenge; requiring physicians to analyze complex patient profiles and medical histories while navigating vast amounts of unstructured clinical data and consulting multiple sources for many days and hours.

RareSum’s AI-powered and physician-supporter tools streamline and accelerate this process, enhancing research clinical decision-making processes and empowering physicians to save valuable time to focus on what matters most: delivering high-quality patient care and clinical excellence.

HOW WE EMPOWER PHYSICIANS?

AI-Powered Research
and Decision Support for Complex Cases

Diagnosing rare diseases can be a challenge; requiring physicians to analyze complex patient profiles and medical histories while navigating vast amounts of unstructured clinical data and consulting multiple sources for many days and hours.

RareSum’s AI-powered and physician-supporter tools streamline and accelerate this process, enhancing research clinical decision-making processes and empowering physicians to save valuable time to focus on what matters most: delivering high-quality patient care and clinical excellence.

Compliance &

Security First

KVKK, GDPR-compliant and built with strong data protection measures. Ethical AI values driven design.

Access to

Structured Data

RareSum converts unstructured medical records into a structured patient profile.

Research

Assistance

By analyzing the patient profile, RareSum simplifies navigation across clinically relevant insights to support differential diagnosis.

Next Steps &

Treatment Pathways

RareSum guides physicians through next steps, enabling them to quickly access global clinical guidance and treatment pathways.

Easy Genetic & Enzyme

Test Requests

Automated test requests directly from the platform, via RareSum Enterprise partnerships. Ensuring faster processing and communication for critical cases.

Time-Saving &

Workflow Optimization

Streamlines clinical workflows by delivering AI-powered, actionable insights: Helping clinicians spend less time navigating data and more time on decision-making.

HOW WE EMPOWER PHYSICIANS?

AI-Powered Research
and Decision Support for Complex Cases

Diagnosing rare diseases can be a challenge; requiring physicians to analyze complex patient profiles and medical histories while navigating vast amounts of unstructured clinical data and consulting multiple sources for many days and hours.

RareSum’s AI-powered and physician-supporter tools streamline and accelerate this process, enhancing research clinical decision-making processes and empowering physicians to save valuable time to focus on what matters most: delivering high-quality patient care and clinical excellence.

Here for the zebras.

The zebra was chosen to represent rare diseases, based on a quote
“When you hear hoofbeats, think horses, not zebras.” from Dr. Theodore Woodward,
which was a metaphor to teach the diagnosis of diseases.

While prioritizing evaluation of common conditions over rare is a general approach in medicine, millions of patients with rare conditions still wait for an accurate diagnosis. At RareSum, we’re harnessing AI to bring zebras into spotlight, ensure they are recognized and diagnosed and reached the right treatment earlier.

Here for the zebras.

The zebra was chosen to represent rare diseases, based on a quote “When you hear hoofbeats, think horses, not zebras.” from Dr. Theodore Woodward, which was a metaphor to teach the diagnosis of diseases.

While prioritizing evaluation of common conditions over rare is a general approach in medicine, millions of patients with rare conditions still wait for an accurate diagnosis. At RareSum, we’re harnessing AI to bring zebras into spotlight, ensure they are recognized and diagnosed and reached the right treatment earlier.

Here for the zebras.

The zebra was chosen to represent rare diseases, based on a quote
“When you hear hoofbeats, think horses, not zebras.” from Dr. Theodore Woodward,
which was a metaphor to teach the diagnosis of diseases.

While prioritizing evaluation of common conditions over rare is a general approach in medicine, millions of patients with rare conditions still wait for an accurate diagnosis. At RareSum, we’re harnessing AI to bring zebras into spotlight, ensure they are recognized and diagnosed and reached the right treatment earlier.

Here for the zebras.

The zebra was chosen to represent rare diseases, based on a quote“When you hear hoofbeats, think horses, not zebras.” from Dr. Theodore Woodward, which was a metaphor to teach the diagnosis of diseases.

While prioritizing evaluation of common conditions over rare is a general approach in medicine, millions of patients with rare conditions still wait for an accurate diagnosis. At RareSum, we’re harnessing AI to bring zebras into spotlight, ensure they are recognized and diagnosed and reached the right treatment earlier.

ABOUT US

ABOUT US

ABOUT US

ABOUT US

Our Team

At RareSum, we bring together world-class experts in AI, Medicine, and Technology to tackle one of the biggest challenges in modern healthcare.

Follow Us on LinkedIn

Mission

We aim to enable faster and more efficient rare disease diagnostics through AI-powered insights and structured data analysis, ultimately contributing to good health and well-being of millions of people.

Vision

We envision a world where no rare disease is over-looked and no patient goes undiagnosed, where each patient has access to the right diagnosis and treatment at the right time.

Our Team

At RareSum, we bring together world-class experts in AI, Medicine, and Technology to tackle one of the biggest challenges in modern healthcare.

Follow Us on LinkedIn

Mission

We aim to enable faster and more efficient rare disease diagnostics through AI-powered insights and structured data analysis, ultimately contributing to good health and well-being of millions of people.

Vision

We envision a world where no rare disease is over-looked and no patient goes undiagnosed, where each patient has access to the right diagnosis and treatment at the right time.

Our Team

At RareSum, we bring together world-class experts in AI, Medicine, and Technology to tackle one of the biggest challenges in modern healthcare.

Follow Us on LinkedIn

Mission

We aim to enable faster and more efficient rare disease diagnostics through AI-powered insights and structured data analysis, ultimately contributing to good health and well-being of millions of people.

Vision

We envision a world where no rare disease is over-looked and no patient goes undiagnosed, where each patient has access to the right diagnosis and treatment at the right time.

Join the Rare Disease
Revolution


Join the
Rare Disease Revolution

At RareSum, we are not just building AI models—we are envisioning a future where rare diseases are no longer overlooked.

Whether you’re a physician, researcher, or industry stakeholder, we invite you to join us in reshaping the landscape of rare disease diagnostics.

We’re here to help and answer any question you might have. We look forward to hearing from you!

Research Partnership

For Healthcare Providers - Institutions, Physicians, Researchers

Collaborate with RareSum to advance rare disease research through AI-powered screening of anonymized patient data and data-driven insights. We work closely with research teams and healthcare institutions to design tailored AI solutions that support clinically meaningful analysis and scalable study execution.

Use Cases

• Single-center and multi-center studies • Retrospective and prospective analyses • Customized algorithm development for risk stratification • Scientific research and publication partnerships

Research Partnership

For Healthcare Providers - Institutions, Physicians, Researchers

Collaborate with RareSum to advance rare disease research through AI-powered screening of anonymized patient data and data-driven insights. We work closely with research teams and healthcare institutions to design tailored AI solutions that support clinically meaningful analysis and scalable study execution.

Use Cases

• Single-center and multi-center studies • Retrospective and prospective analyses • Customized algorithm development for risk stratification • Scientific research and publication partnerships

Research Partnership

For Healthcare Providers - Institutions, Physicians, Researchers

Collaborate with us to advance rare disease research through AI-powered screening of anonymized patient cases and data-driven insights. Whether you're conducting single-center or multi-center studies, RareSum develops customized algorithms for risk stratification, and retrospective/prospective analysis.

Use Cases

• Single-center and multi-center studies • Retrospective and prospective analyses • Customized algorithm development for risk stratification • Scientific research and publication partnerships

Research Partnership

For Healthcare Providers - Institutions, Physicians, Researchers

Collaborate with RareSum to advance rare disease research through AI-powered screening of anonymized patient data and data-driven insights. We work closely with research teams and healthcare institutions to design tailored AI solutions that support clinically meaningful analysis and scalable study execution.

Use Cases

• Single-center and multi-center studies • Retrospective and prospective analyses • Customized algorithm development for risk stratification • Scientific research and publication partnerships

Industry Partnership

For Industry Stakeholders - Pharma, Insurance, Labs

Partner with RareSum to optimize rare disease screening, research, and diagnostic pathways across multiple centers.

Enhance efficiency, accelerate insights, and increase your impact in rare disease diagnostics through intelligent, scalable solutions.

Use Cases

• Large-scale screening initiatives • Diagnostic pathway optimization projects • Streamlining and prioritization of testing processes • Custom AI-powered research and screening collaborations

Industry Partnership

For Industry Stakeholders - Pharma, Insurance, Labs

Partner with RareSum to optimize rare disease screening, research, and diagnostic pathways across multiple centers.

Enhance efficiency, accelerate insights, and increase your impact in rare disease diagnostics through intelligent, scalable solutions.

Use Cases

• Large-scale screening initiatives • Diagnostic pathway optimization projects • Streamlining and prioritization of testing processes • Custom AI-powered research and screening collaborations

Industry Partnership

For Industry Stakeholders - Pharma, Insurance, Labs

Partner with RareSum to optimize rare disease screening, research, and diagnostic pathways across multiple centers.

Enhance efficiency, accelerate insights, and increase your impact in rare disease diagnostics through intelligent, scalable solutions.

Use Cases

• Large-scale screening initiatives • Diagnostic pathway optimization projects • Streamlining and prioritization of testing processes • Custom AI-powered research and screening collaborations

Industry Partnership

For Industry Stakeholders - Pharma, Insurance, Labs

Partner with RareSum to optimize rare disease screening, research, and diagnostic pathways across multiple centers.

Enhance efficiency, accelerate insights, and increase your impact in rare disease diagnostics through intelligent, scalable solutions.

Use Cases

• Large-scale screening initiatives • Diagnostic pathway optimization projects • Streamlining and prioritization of testing processes • Custom AI-powered research and screening collaborations

WHY RARESUM?

AI-Powered

Rare Disease Detection

Identifies complex disease patterns using machine learning, deep learning, and NLP. Converts unstructured medical data into structured insights for physicians.

Advanced Research &

Clinical Insights

Enables real-time analysis of patient profiles, biomarkers and medical data, driving insights for rare disease research. Supports clinical trials and pharma collaborations to accelerate discoveries that improve patient outcomes.

Physician & Patient-Centric Approach

Provides a one-stop intuitive decision-support platform for healthcare professionals. Empowers physicians to save time, resources and improve patient outcomes.

Innovation at the Core

Developing AI-driven screening tools, diagnostic reports, and test automation solutions. Ongoing partnerships with labs, universities, associations and healthcare ecosystem pioneers.

WHY RARESUM?

WHY RARESUM?

AI-Powered

Rare Disease Detection

Identifies complex disease patterns using machine learning, deep learning, and NLP. Converts unstructured medical data into structured insights for physicians.

Advanced Research &

Clinical Insights

Enables real-time analysis of patient profiles, biomarkers and medical data, driving insights for rare disease research. Supports clinical trials and pharma collaborations to accelerate discoveries that improve patient outcomes.

Physician & Patient-Centric Approach

Provides a one-stop intuitive decision-support platform for healthcare professionals. Empowers physicians to save time, resources and improve patient outcomes.

Innovation at the Core

Shortens the time required to review lengthy patient records and search for similar cases. It utilizes disease-specific algorithms to provide physicians with recommended next steps based on clinically accepted guidelines from the literature.

WHY RARESUM?

CERTIFICATIONS

KTS - Decision Support and Business Intelligence Systems (KDS)

Safety & Quality
in MedTech

Medical Devices -
Quality Management

Secure & Privacy Compliance

Information Security
Management

Privacy-by-Design Compliance

Privacy Information
Management

Process Maturity
& Excellence

Software Life Cycle
Process Assessment

Quality & Process Management

Quality Management
Systems

CERTIFICATIONS

KTS - Decision Support and Business Intelligence Systems (KDS)

Safety & Quality
in MedTech

Medical Devices -
Quality Management

Secure & Privacy Compliance

Information Security
Management

Privacy-by-Design Compliance

Privacy Information
Management

Process Maturity
& Excellence

Software Life Cycle
Process Assessment

Quality & Process Management

Quality Management
Systems

CERTIFICATIONS

KTS - Decision Support and Business Intelligence Systems (KDS)

Safety & Quality
in MedTech

Medical Devices -
Quality Management

Secure & Privacy Compliance

Information Security
Management

Privacy-by-Design Compliance

Privacy Information
Management

Process Maturity
& Excellence

Software Life Cycle
Process Assessment

Quality & Process Management

Quality Management
Systems

CERTIFICATIONS

KTS - Decision Support and Business Intelligence Systems (KDS)

Safety & Quality
in MedTech

Medical Devices -
Quality Management

Secure & Privacy Compliance

Information Security
Management

Privacy-by-Design Compliance

Privacy Information
Management

Process Maturity
& Excellence

Software Life Cycle
Process Assessment

Quality & Process Management

Quality Management
Systems

Information on rare diseases and orphan drugs.
© Orphanet www.orpha.net – Used under CC BY 4.0.

Our product uses the Human Phenotype Ontology (v2025-05-06).
Find out more at http://www.human-phenotype-ontology.org

OPEN DATA CONTRIBUTORS

We gratefully acknowledge the open data sources that empower our work.

OPEN DATA CONTRIBUTORS

We gratefully acknowledge the open data sources that empower our work.

Information on rare diseases and orphan drugs.
© Orphanet www.orpha.net -
Used under CC BY 4.0.

Our product uses the Human Phenotype Ontology (v2025-05-06). Find out more at http://www.human-phenotype-ontology.org

OPEN DATA CONTRIBUTORS

We gratefully acknowledge the open data sources that empower our work.

Information on rare diseases and orphan drugs.
© Orphanet www.orpha.net – Used under CC BY 4.0.

Our product uses the Human Phenotype Ontology (v2025-05-06).
Find out more at http://www.human-phenotype-ontology.org

OPEN DATA CONTRIBUTORS

We gratefully acknowledge the open data sources that empower our work.

Information on rare diseases and orphan drugs.
© Orphanet www.orpha.net – Used under CC BY 4.0.

Our product uses the Human Phenotype Ontology (v2025-05-06). Find out more at http://www.human-phenotype-ontology.org

Transforming Rare Disease Diagnosis with AI-Powered Precision

At RareSum, we are revolutionizing rare disease diagnosis by leveraging cutting-edge medical supported AI and multimodal data analysis. Our mission is to accelerate early diagnosis, reduce misdiagnoses, and connect patients with the right treatment pathways—helping physicians, researchers, and pharma companies solve the most complex diagnostic challenges.

Transforming Rare Disease Diagnosis with AI-Powered Precision

At RareSum, we are revolutionizing rare disease diagnosis by leveraging cutting-edge medical supported AI and multimodal data analysis. Our mission is to accelerate early diagnosis, reduce misdiagnoses, and connect patients with the right treatment pathways—helping physicians, researchers, and pharma companies solve the most complex diagnostic challenges.

Get in Touch

Interested to know more about our solutions or believe we can join forces for a greater impact?

Share your information with us, and we'll get back to you soon through your contact details.

Get in Touch

CONTACT

Interested to know more about our offerings or believe we can join forces for greater impact?
Share your information with us and we'll back to you soon through the contact details you've provided.

Get in Touch

Interested to know more about our solutions or believe we can join forces for a greater impact? Share your information with us, and we'll get back to you soon through your contact details.

Get in Touch

CONTACT

Interested to know more about our solutions or believe we can join forces for a greater impact? Share your information with us, and we'll get back to you soon through your contact details.

Empowering Healthcare Professionals with AI-Powered research and decision support tools for rare disease diagnostics.

Yıldız Technical University Technopark, Istanbul/Turkey

Barcelona Health Hub, Barcelona/Spain

info@raresum.com




RareSum • Copyright © 2026