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JGM Clinical is a people-first AI company for healthcare and clinical research.

We deploy responsible, HIPAA-compliant AI solutions for healthcare, integrated into your ecosystem by our expert AI and solutions engineers, with a focus on renal, nephropathology, and kidney disease.

Our team brings over a decade of hands-on experience in deep clinical trial management and recruitment for autoimmune, rheumatologic, and related complex conditions.

Our Values

“Clinical research touches real people's lives, and our prime responsibility is to remain honest and transparent while developing and applying responsible AI and data solutions for healthcare and clinical research. Engaging with us means less stress through a positive, supportive collaboration.”

What We Do

We turn complex healthcare data and workflows into practical AI solutions that fit the way teams already work. Our experts handle discovery, workflow design, secure data integration, deployment, and ongoing support, adapting each solution to your ecosystem through a lean, efficient delivery model. We focus on renal, nephropathology, kidney disease, and autoimmune use cases, where clinical context matters.

For clinical research organizations and study teams, we also provide targeted support—from subject identification and site coordination to trial management and inspection readiness.

Our Approach

JGM combines technology and AI with clinical research so our solutions are shaped by both technical expertise and real clinical context. Across both disciplines, we apply one standard for responsible use, ethical practice, explainability, human oversight, HIPAA compliance, PHI safety, and governance. This shared foundation keeps our systems practical, our research grounded, and our work accountable.

AI Research & Innovation

AI research at JGM is applied research: we explore how governed data, machine learning, and expert knowledge can improve healthcare workflows and operational tools. The architecture diagram illustrates this path—from source data and extraction through validation, orchestration, insight generation, and expert decision support.

Our work focuses on patient-level insight and expert decision support, with particular interest in nephropathology, renal disease, and autoimmune care. We also apply this research to clinical-research settings, including study data and subject identification, when the use case and governance requirements are appropriate.

Get in Touch

Do you wish to have a partner ready to collaborate and work alongside you, backed by our team of scientists and physicians, who won't take shortcuts and stay committed to your clinical study journey to the end? You're welcome to reach out and start the communication.

Thank you for your interest.