Denial Intelligence
Understanding patterns behind payer decisions and turning fragmented operational data into usable insight.
COMING SOON →Healthcare · Data · Revenue Cycle · Technology
Soledad Banner
The Queen of RCM ♛
Healthcare revenue cycle management meets data strategy. I work at the intersection of revenue integrity, analytics, business intelligence, automation, and healthcare technology to turn complicated operational problems into actionable information.
About
Analyst. Problem Solver. Builder.
I’m a healthcare analyst and statistician with a passion for using data, automation, and technology to improve healthcare access, revenue cycle integrity, and operational efficiency. I’ve led teams, built analytics solutions, and worked across healthcare, technology, and operations. I’m also a lifelong learner, a STEM advocate, and a firm believer that complex systems can be made more human.
▥Healthcare Analytics
⚙Revenue Cycle Management
◉Data Strategy & Automation
▤Research & Policy
♟STEM Outreach & Education
Revenue Cycle Management
RCM Insights
Writing and analysis on healthcare revenue cycle management, payer behavior, denials, revenue integrity, analytics, automation, and the systems behind healthcare operations.
Revenue Integrity
Exploring the intersection of reimbursement, workflows, data quality, and operational decision-making.
COMING SOON →Healthcare Automation
Practical approaches to reducing administrative burden while keeping people and oversight in the loop.
COMING SOON →Research
Healthcare systems can work better.
My research interests include rural healthcare sustainability, administrative burden, healthcare access, insurance denials, data provenance, and the measurable impact of automation and decision-support systems.
Speaking
Data, healthcare, and the systems between them.
I speak about healthcare analytics, revenue cycle management, technology, automation, STEM, and building more understandable systems from complicated data.
Projects
Things I’m building.
Selected work in healthcare decision support, independent research, and hands-on STEM education.
In development
ChartCompanion — Decision Intelligence
Developing tools to make payer policies, coverage requirements, and denial logic easier to understand and use, with a focus on clear reasoning and human oversight.
In development
Rural Hospital Opportunity Research
An independent research project exploring how rural hospitals can identify funding and support programs, beginning with Texas. This work is separate from ChartCompanion.
In development
STEM Outreach & Robotics
Developing hands-on demonstrations that make engineering approachable, including a hand-controlled robotic hand and activities that help students explore how it works.
Contact
Let’s connect.
For speaking inquiries, collaborations, or a conversation about healthcare and technology, get in touch.