AI Patient Triage & Clinical Assessment System
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Case Details
Lead Automation for a Service Business
Accelera helped a growing service business automate its lead handling process, reducing response time, improving lead quality, and eliminating manual follow-ups through intelligent AI-driven workflows.
Client
A multi-site healthcare provider operating over 20 clinics internationally.
The Challenge
The organisation required an AI-driven triage system to reduce patient wait times, improve clinical prioritisation, and streamline intake processes.
The Solution
We delivered a fully integrated AI-powered healthcare triage platform, including:
Key components:
- Analysis of 12,000+ historical patient records to identify symptom patterns
- Development of a custom LLM-based triage assistantaligned with medical guidelines
- Dynamic, adaptive patient questionnaire engine
- Integration with EMR systems via FHIR/HL7 standards
- Risk scoring models for identifying high-priority cases
- Real-time dashboards for clinicians and triage teams
- Clinical validation across multiple departments
Results & Deliverables
- Intelligent symptom classification and triage automation
- Full EMR integration
- Patient mobile intake solution
- Clinician dashboards with risk scoring insights
- Compliance framework aligned with healthcare standards
- Staff training and onboarding



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