AI Clinical Coding
AI Clinical Coding for NHS and Private Healthcare
Automatically identify diagnoses, procedures and clinical concepts from consultations, discharge summaries and medical notes to support faster, more accurate clinical coding. Part of the Doctoria™ clinical documentation platform.
Designed for
Clinical Coding is Under Pressure
Hospitals generate thousands of clinical documents every day. Doctoria™ helps automate the extraction of clinical information while keeping clinicians and coding specialists in control.
Growing documentation volumes
Workforce shortages
Delayed reimbursement
Inconsistent documentation
Manual review of discharge summaries
Increasing NHS reporting requirements
Features
A complete toolkit for AI-assisted clinical coding.
AI-assisted ICD-10 Coding
Suggest diagnosis codes from consultation transcripts and clinical notes.
AI-assisted OPCS-4 Coding
Identify procedures and interventions automatically.
SNOMED CT Recognition
Extract structured clinical concepts directly from conversations and documentation.
AI Scribe Integration
Automatically generate structured clinical notes before coding begins.
Coding Confidence Scores
Each suggested code includes confidence levels and supporting evidence.
Human Review
Every code remains reviewable by certified clinical coders.
Audit Trail
Full traceability showing why each code was suggested.
Multi-language Documentation
Support multilingual consultations before coding. Powered by Doctoria™ AI Interpreter.
How It Works
From consultation to coded record in five steps.
Capture
AI Scribe captures the consultation.
Extract
AI extracts diagnoses, medications and procedures.
Map
AI maps concepts to ICD-10, OPCS-4 and SNOMED CT.
Review
Clinical coder reviews suggestions.
Export
Export to EPR or coding systems.
Benefits
Improve Productivity
- Reduce manual coding workload
- Accelerate discharge processing
- Reduce duplicate documentation
- Support coding backlogs
- Increase coding consistency
- Improve documentation quality
Improve Financial Outcomes
- Better coding accuracy
- Improved reimbursement
- Reduced missed codes
- Support Payment by Results
- Better reporting
- Better audit readiness
The Doctoria AI Platform
One connected flow from consultation to insight.
Why Doctoria
Healthcare-focused AI
Built around clinical workflows
UK-based team
GDPR aligned
Designed with NHS requirements in mind
Supports DTAC alignment
Clinical Safety process
Cybersecurity-first architecture
Human-in-the-loop AI
Explainable coding suggestions
Future Integrations
Designed to work with the systems clinicians already use.
Frequently Asked Questions
Reduce Clinical Coding Workload
See how Doctoria™ combines AI Scribe, AI Interpreter and AI Clinical Coding into one intelligent documentation platform.
Doctoria provides AI-powered clinical documentation technologies including AI Scribe, AI Clinical Coding, AI Medical Translation and Ambient Clinical Intelligence. Our platform supports healthcare organisations looking to improve documentation quality, coding efficiency and multilingual communication while keeping clinicians in control. Learn more about our NHS use cases, about Doctoria, or book a demo.