ClinEfficiency Pro helps hospitals, health systems, ASCs, physician groups, and other healthcare organizations protect revenue, improve operations, and reduce risk. Physician-founded expertise connects clinical realities with financial and compliance priorities.

Founder & CEO, Clinefficiency Pro
A practicing internist and hospitalist · Yale SOM · AI Consultant · Builder
My work as an internist, hospitalist, and physician executive showed me how documentation, payer requirements, and operational decisions affect both patient care and financial performance.
Healthcare teams need practical support that understands clinical care, operating constraints, and the evidence behind a decision.
That is the foundation of ClinEfficiency Pro: identify the problem, quantify its impact, and help the people responsible act.
"If physicians do not lead the AI transformation, then AI will be procured, deployed, and governed by health systems, vendors, and technology companies without adequate clinical stewardship. The decisions will still be made. The workflows will still change. Physicians will simply arrive after the architecture is already built."
— Augusta Uwah, MD, MPHTechnology can support this work, but it is not the starting point. Recommendations follow the findings, with human oversight and clear accountability.
I built ClinEfficiency Pro to bring clinical, financial, and operational perspectives together. Each engagement starts with a defined question and a practical plan, not a software pitch.
Clinical training in internal medicine, executive education at the Yale School of Management, and advanced AI implementation training inform this approach: protect clinical judgment while improving how the organization works.
Alongside consulting, I develop tools that support clinical review, visit preparation, policy interpretation, and responsible governance. They serve the work rather than define the engagement.
I also pursue community education, bringing AI literacy to institutions and communities that need it most — because the conversation about AI in healthcare cannot stay inside hospital boardrooms.
Physician-founded consulting for healthcare revenue, operations, and compliance. Scoped diagnostics, focused improvements, and ongoing advisory grounded in your organization’s needs.
An AI-powered visit preparation tool designed for both patients and providers. Helping patients arrive informed and providers arrive prepared — closing the gap that costs clinics time and patients clarity.
A clinical review intelligence layer that connects clinical evidence, documentation, and medical-necessity reasoning to support more consistent, defensible Physician Advisor decisions. Designed to support multiple deployment postures, including de-identified evaluation and hospital-controlled inference.
Start with the problem, use the evidence, and keep the people responsible for care and operations in control.
I work from a set of principles that shape every engagement, every tool I build, and every recommendation I make.
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