CodeMD - AI Code Finder
By 3iTechworks
CodeMD is a medical coding utility for healthcare professionals that uses AI to map condition descriptions to ICD10 codes.
The App DNA
What makes this app unique?
It removes the time-consuming friction of manual code searching by allowing clinicians to use voice input and document scanning to retrieve accurate billing codes.
For Medical professionals and healthcare practitioners seeking to reduce administrative time spent on ICD10 coding.
What does it look like?
Key features
Natural language processing maps medical condition descriptions to specific ICD10 codes.
Dictation-based code lookup for hands-free operation.
OCR and text extraction from medical documents to generate relevant ICD10 codes.
How much does it cost?
CodeMD operates as a free tool with no visible monetization, likely serving as a lead generation mechanism for the developer's broader B2B AI services.
Velocity
Dormant developmentperformanceShow more...
CodeMD has been inactive for 550 days, effectively placing it in a zombie state. The development history shows only two releases total, with the most recent update providing minor stability improvements. There is no evidence of ongoing feature development or active maintenance, as the app has not received a functional update in over a year and a half.
Who built it?
User Sentiment
What do users think recently?
How are ratings & reviews evolving?
Not enough recent reviews to extract reliable themes yet.
Read the full review analysisCompetition
Competitive landscape for CodeMD - AI Code Finder
How's the Medical market?
CodeMD occupies a niche utility space in the Medical category, currently maintaining a 4.0 rating on iOS with a very limited sample size of four ratings. The lack of recent updates suggests it is not actively competing for chart share against more frequently maintained clinical tools.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for CodeMD - AI Code Finder
Where is it heading?
Users report: The medical coding utility market is shifting toward integrated, cloud-native solutions that sync directly with electronic health records. CodeMD's current dormant state leaves it exposed to more agile competitors that offer continuous updates and deeper clinical workflow integration.
- The 18-month update gap indicates the app is in maintenance mode, which increases the risk of technical failure as medical coding standards evolve.
The SWOT
- Voice-dictation interface reduces time-per-task for clinicians.
- Integration with electronic health record systems could enable a B2B subscription model.
Next best moves
Audit core search functionality against latest OS requirements because the app has not been updated in 18 months → prevent total service failure.
The counter-intuitive read
The lack of updates may not be neglect…
Read the full takeBottom line
CodeMD provides a useful workflow utility, but the 18-month development silence threatens its long-term viability. Verifying technical stability is the necessary move to prevent service failure for existing users.
Unlock 1 critical friction, 1 market threat and the analyst’s take.
Access the full report for freeSources
- [1] App Store
Report last updated