Seenef — Clinical software, built one specialty at a time.

01Thesis

The horizontal AI product is the wrong shape for clinical workflow.

Clinical work isn't general. A nephrologist's pre-clinic prep, a hematologist's chemotherapy planning, a transplant coordinator's patient handoffs, these look superficially similar and operate by entirely different rules underneath. The vocabulary, the priorities, the regulatory surface, the EHR data shape: all specialty-specific.

The products clinicians keep using aren't the ones that promise to do everything. They're the ones built for the way one kind of doctor actually works, with their language, their references, their failure modes in mind, and tested against their workflow until it fits.

Seenef is built around that observation. We pick a specialty. We embed with practices in that specialty. We build narrow tools that do one thing exceptionally well, and we expand only when clinicians pull us forward.

02Principles

How we build, in three commitments.

With clinicians, not for them.

Every product we build has practicing clinicians inside the loop, as advisors, as design partners, as the people whose feedback shapes what ships. Software written about a workflow is different from software written from inside one. We write from inside.

ii.

Trust earned narrow, then wide.

We start with one workflow that saves clinicians real time on day one, high ROI, low integration risk, low regulatory surface. Once that workflow has earned the relationship, we let customer pull tell us what to build next. Not the roadmap we fell in love with eighteen months ago.

iii.

The product before the platform.

Platforms are emergent. You don't build them; you discover them by shipping enough real products against the same infrastructure that the shape becomes obvious. We build the wedge first. The platform follows from the work.

03Currently

Our first product is in development with nephrology practices.

We're partnered with practicing nephrologists to build a workflow tool that meets clinicians where the day actually starts, before the first patient walks in.

If you're a nephrologist, practice administrator, healthcare investor, or specialist in another field who recognizes the pattern, we'd love to hear from you.

Get in touch

04Team

A small team, with a long bench of clinical advisors.

Co-founder & CEO

Muniza Arifin

Muniza Arifin brings a strong background in technology, product development, and business leadership to Seenef. She has over two decades of experience building enterprise software products and turning complex ideas into practical, scalable, and user-centered solutions.

Muniza holds a master’s degree in Computer Science from Johns Hopkins University. Early in her career, she worked with the National Institutes of Health (NIH), giving her firsthand insight into the regulated, high-stakes environments in which health-focused technology must operate. She went on to build an extensive portfolio of work at the World Bank Group, where she delivered technology initiatives across the organization.

As Co-Founder and CEO, Muniza leads Seenef’s vision, strategy, and overall direction. She guides the company’s growth, product innovation, and execution while ensuring Seenef stays focused on delivering real value for users, partners, and communities.

Co-founder & Strategic Advisor

Dr. Aamir Jamal

Dr. Aamir Z. Jamal brings decades of medical leadership, clinical expertise, and research experience to Seenef. A nephrology specialist with California Kidney Specialists since 1996, Dr. Jamal is certified by the American Board of Internal Medicine and Nephrology.

In addition to his clinical work, Dr. Jamal serves as the Director of NARI, the North American Research Institute, where he supports research-driven progress in healthcare. He currently practices at California Kidney Specialists’ San Dimas and Covina locations, caring for patients with kidney-related conditions and advancing standards in nephrology care.

As a co-founder of Seenef, Dr. Jamal contributes a strong foundation in medicine, research, and patient-centered care. His experience helps guide Seenef’s mission to build meaningful, trusted solutions that support better outcomes for individuals, healthcare professionals, and communities.

Built for one specialty at a time.