Glass Health - empower doctors with AI-assisted diagnosis and clinical decision-making

Glass Health: Revolutionizing Medicine with AI-Assisted Diagnosis and Clinical Decision-Making

In an era of unprecedented technological advancement, our lives have been dramatically transformed, from the way we work and communicate to how we seek medical care. Seizing this remarkable opportunity, Glass Health, a visionary San Francisco-based startup founded in 2021, has set out on a mission to empower doctors and catalyze a paradigm shift in the field of medicine. Through harnessing the immense power of artificial intelligence (AI), Glass Health has developed a remarkable portfolio of flagship products, including Glass Health and Glass AI, that are revolutionizing medical knowledge management, clinical decision-making, and AI-assisted diagnosis. Let us embark on a journey to explore how Glass Health is reshaping the healthcare landscape, pioneering transformative solutions, and significantly improving patient care in the process.

Glass Health — Frictionless software for learning and practicing medicine

The Problem: Overwhelming Clinical Information

In the ever-evolving field of medicine, physicians find themselves engulfed in a sea of complex clinical information from a myriad of sources. The founders of Glass Health, Dereck Paul and Graham Ramsey, intimately understood the challenges faced by clinicians as they grappled with this overwhelming influx of data. Drawing from their own experiences in the clinical environment, they witnessed firsthand the struggles of their colleagues in organizing and accessing crucial medical knowledge. Physicians often found themselves drowning in disorganized digital assets, resulting in precious time wasted and hindered patient care due to difficulties in referencing important information.

The Solution: Revolutionizing Medical Knowledge Management

Recognizing the pressing need for a comprehensive solution to the overwhelming information overload faced by clinicians, Glass Health embarked on a mission to develop a cutting-edge medical knowledge management platform. This platform, often referred to as the "Notion for doctors," is meticulously crafted to streamline the entire process of capturing, organizing, storing, and retrieving medical knowledge. By integrating various medicine-specific features, Glass Health equips clinicians with the tools they need to excel in their practice:

Schemas, Scripts, and Cases: With specially designed page templates tailored to common medical knowledge constructs, clinicians can effortlessly store content, facilitating efficient information capture.

Pearls: This remarkable feature empowers clinicians to capture and preserve valuable snippets of clinical knowledge encountered during patient care, organizing them in a personalized and easily accessible notebook.

Linking and Visualizations: Glass Health goes beyond traditional note-taking by enabling seamless backlinking of pages. Moreover, the platform provides medicine-specific visualizations that illuminate the intricate relationships between different medical concepts, enhancing knowledge retention and comprehension.

Community Library: Collaborative learning and knowledge sharing are at the heart of Glass Health. Through the Community Library, users gain access to a treasure trove of pages published by others within the Glass Health Community. This fosters a culture of collaboration, enabling clinicians to leverage the collective expertise and insights of their peers.

Glass AI: At the forefront of Glass Health's innovative offerings is Glass AI, a game-changing integration of generative AI into the platform. With the power of AI, clinicians can rapidly draft differential diagnoses and clinical plans, significantly boosting efficiency and accuracy. Glass AI acts as an invaluable assistant, arming clinicians with real-time, data-driven insights to enhance patient care.

Team Collaboration (coming soon): Recognizing the critical importance of seamless information sharing and collaboration among healthcare teams, Glass Health has exciting plans for the future. In the pipeline is a HIPAA-compliant team collaboration environment, providing an avenue for healthcare professionals to collaborate effectively, share knowledge, and deliver superior patient care as a unified team.

By amalgamating these state-of-the-art features, Glass Health transforms medical knowledge management, enabling clinicians to consolidate and access their vast wealth of medical knowledge throughout their careers. This consolidation not only accelerates clinical mastery but also translates into improved patient care and outcomes.

Founder Backgrounds: A Fusion of Clinical and Technological Expertise

The driving force behind Glass Health's groundbreaking innovations is the dynamic duo of Dereck Paul, MD, and Graham Ramsey. Their diverse backgrounds and unique experiences contribute to the vision and success of the startup.

Dereck Paul, MD, brings invaluable insights gained from his extensive medical training at Brigham and Women's Hospital, Harvard Medical School, where he served as a resident physician in internal medicine. Having witnessed firsthand the limitations and inefficiencies of outdated software used in medical practice, Dr. Paul's unwavering determination to revolutionize the field led him to envision a new generation of software solutions that enhance clinician workflow and elevate patient outcomes.

Graham Ramsey, with his wealth of technical expertise, has played instrumental roles in pioneering projects that have reshaped the healthcare landscape. Notably, he made significant contributions to the development of the first telemedicine-specific Electronic Health Record (EHR) at PlushCare. Additionally, Ramsey's involvement in building the world's leading fertility dashboard and ovulation tracking app at Modern Fertility showcases his commitment to leveraging technology to address the challenges faced by clinicians. His passion for creating user-friendly and impactful solutions underscores his dedication to making a lasting impact in the healthcare industry.

Through the fusion of their clinical and technological expertise, Dereck Paul, MD, and Graham Ramsey have propelled Glass Health to the forefront of medical innovation, delivering transformative solutions that bridge the gap between medicine and technology.

Glass AI - Revolutionizing Doctors' Workflow with AI-Assisted Diagnosis and Clinical Plans

The Challenge: Addressing Physicians' Time Constraints

In the fast-paced world of healthcare, physicians often find themselves grappling with a multitude of tasks, including spending a significant amount of time interacting with computer systems. This diversion of attention from direct patient care poses a significant challenge in delivering efficient and timely medical services. Recognizing this pressing issue, Glass Health set out to leverage the power of AI to assist doctors in their daily work, streamlining their workflow and maximizing their time with patients. However, conventional language models, such as base LLMs like ChatGPT, are ill-suited for the clinical environment, as they may generate inaccurate or outdated treatment plans.

The Solution: Empowering Doctors with AI-Assisted Diagnosis and Clinical Plans

In response to the time constraints faced by physicians, Glass Health has developed a groundbreaking solution called Glass AI. This advanced AI platform is specifically designed to cater to the unique needs of doctors. Glass AI combines a base LLM with a proprietary clinical knowledge database and incorporates physician reinforcement training. This powerful amalgamation enables doctors to swiftly diagnose patients and generate precise clinical plans within a matter of seconds. By harnessing the potential of AI, Glass AI revolutionizes the decision-making process, facilitating accurate diagnoses and empowering doctors to provide optimal patient care.

About the Founders: Advocates for Technological Advancements in Healthcare

The visionary founders of Glass Health, Dereck Paul, MD, and Graham Ramsey, share a deep-rooted passion for harnessing technology to optimize the practice of medicine and enhance patient outcomes. Their journey is fueled by personal experiences and observations during the challenging times of the COVID-19 pandemic. Motivated by a desire to leverage the full potential of technology in healthcare, they joined forces to establish Glass Health.

Dereck Paul's extensive medical training at the esteemed UCSF School of Medicine and Brigham and Women's Hospital, Harvard Medical School, has provided him with invaluable insights into the limitations of existing software systems utilized in medical practice. These firsthand experiences have ignited his unwavering determination to revolutionize the field through innovative solutions that address the unique needs of clinicians and patients alike.

Graham Ramsey, with his early engineering and product management roles at Modern Fertility and PlushCare, possesses a deep understanding of the challenges faced by healthcare professionals. Witnessing the immense potential of technology to bridge these gaps, he has been inspired to create user-friendly and impactful solutions tailored to the needs of clinicians. Ramsey's dedication to building products that positively impact the medical community is a driving force behind Glass Health's commitment to improving the doctor's workflow.


In the ever-evolving landscape of healthcare, Glass Health has emerged as a transformative force, empowering doctors with advanced AI technology that revolutionizes their approach to work and enhances patient outcomes. By addressing the significant challenges physicians face in accessing and organizing complex clinical information, Glass Health is at the forefront of enabling clinicians to provide exceptional patient care. With their flagship products, Glass Health and Glass AI, the startup is propelling the field of medicine forward, reshaping the way doctors work, and ultimately improving patient outcomes. Through visionary leadership, relentless dedication to optimizing the practice of medicine, and cutting-edge technological advancements, Glass Health is making a lasting impact on the healthcare landscape.