AI-Powered Chrome Plugin for Smarter Medical Coding
How we helped Diagnoss build an innovative Chrome extension that uses AI to help healthcare practitioners quickly and accurately fill in ICD and CPT codes.
Project Overview
Diagnoss partnered with Kwanso to build an innovative Chrome extension that helps healthcare practitioners quickly and accurately fill in medical codes within the AthenaHealth EHR/EMR system. Powered by Artificial Intelligence, the plugin analyzes patient medical records and suggests the correct ICD and CPT codes — reducing manual effort, improving accuracy, and saving valuable time for clinicians.
Industry
- Healthcare Technology
- Medical Software
- AI & Machine Learning
Technologies
- Chrome Extensions
- Python & AI/ML
- AthenaHealth API
- SAML SSO

The Challenge
Healthcare providers face the ongoing challenge of navigating complex ICD and CPT coding systems, spending excessive time on manual data entry in EHRs, handling integration challenges with secure platforms like AthenaHealth and DrChrono, and maintaining compliance and security while streamlining workflows. Diagnoss wanted a tool that could integrate seamlessly into the physician's daily workflow, embedded directly within the browser, without requiring changes to existing EMR/EHR systems.
Our Solution
AI-Powered Medical Coding
Developed models that read patient medical records and suggested accurate ICD and CPT codes in real-time, improving both speed and accuracy of medical coding processes.
Chrome Extension Development
Built a lightweight, responsive plugin that integrates directly into the physician's workflow inside AthenaHealth with intuitive UI/UX design.
EHR/EMR Integration
Integrated with AthenaHealth via APIs and SAML-based authentication, conducted R&D for DrChrono integration, and implemented secure data flows with WebSockets.
Key Features
AI-Powered Coding
Real-time ICD code suggestions from patient medical records.
Chrome Extension
Lightweight plugin that integrates seamlessly into EHR workflows.
Secure Integration
SAML-based authentication and healthcare compliance standards.
Real-Time Updates
WebSocket communication for smooth, real-time workflows.
AI-Powered Chrome Plugin for Smarter Medical Coding
How we helped Diagnoss build an innovative Chrome extension that uses AI to help healthcare practitioners quickly and accurately fill in medical codes within AthenaHealth EHR/EMR system.

Chrome Extension with Athena Health EHR/EMR system
The chrome extension with Athena Health EHR/EMR system
Impact
Media Coverage
Diagnoss has been featured in leading healthcare and technology publications, highlighting the impact of their AI-powered medical coding solution.
Project Stats
Key Learnings
Healthcare Integration Requires Deep Understanding
Building solutions for healthcare requires thorough understanding of compliance standards, security requirements, and existing workflow patterns to ensure seamless adoption.
AI Can Transform Healthcare Workflows
AI-powered solutions can significantly improve efficiency and accuracy in healthcare, but they must be designed to enhance rather than replace human expertise and judgment.
User Experience is Critical for Adoption
In healthcare environments, user experience design must prioritize ease of use, minimal disruption to existing workflows, and intuitive interfaces to ensure clinician adoption.
Ready to Build Healthcare AI Solutions?
Let's discuss how we can help create innovative healthcare solutions that improve patient care and streamline medical workflows with AI technology.