A guide to transforming your medical coding operations in 2025 and beyond.

As coder staffing challenges persist and documentation requirements become increasingly complex, healthcare organizations need a sustainable path forward. This practical guide compares the productivity, implementation requirements, and ROI of different coding approaches - from encoder software to autonomous solutions - with real-world benchmarks to help you evaluate which technology investments make sense for your team.

Autonomous medical coding trusted by top healthcare providers.

Nym works with leading health systems, hospitals, and physician groups across the U.S. and consistently exceeds industry benchmarks when it comes to customer satisfaction and loyalty. In a KLAS Research Emerging Solutions Spotlight report on Nym’s solution, 100 percent of Nym’s customers commented that they would purchase the software again.

“Initially a skeptic of autonomous medical coding, my experience with Nym has completely changed my perspective. One year post-implementation, Nym has far exceeded my expectations—not only maintaining Inova’s emergency department (ED) coding accuracy while improving efficiency, but also creating opportunities for some of our coders to expand their skills and enhancing work-life balance for our entire ED team.”

Dr. Melissa Koehler

Director of Coding, Inova

Learn about the ROI that autonomous coding can drive for your organization.

Schedule a demo to learn more about the specialties and coding types currently supported by Nym's engine, how Nym's engine fits seamlessly into existing coding workflows, the countless financial and operational benefits, and much more.