AI-Powered Patient Support and Triage Transformation

A US-based premier academic medical center recognized among the top healthcare institutions by U.S. News & World Report. With a strong focus on clinical excellence, medical research, and education, the organization serves large patient populations while advancing innovation in healthcare delivery.

• High volumes of repetitive patient inquiries overwhelmed clinic staff and support teams.
• Limited after-hours availability created delays for patients seeking non-emergency medical guidance.
• Existing triage processes lacked a scalable and standardized mechanism for symptom-based care routing.
• Rising call center demand increased operational costs, prolonged wait times, and contributed to staff fatigue.

We implemented a scalable AI-powered healthcare agent designed to streamline patient interactions, automate routine support, and improve access to healthcare services around the clock. The solution combined conversational AI, NLP-driven intent recognition, and intelligent symptom assessment to deliver accurate, secure, and responsive patient engagement experiences.

We also established a comprehensive Quality Engineering strategy to validate conversational reliability, clinical safety, and compliance with healthcare data privacy standards.

• AI-powered patient support for appointment scheduling, FAQs, and medication refill requests
• Intelligent symptom checker for standardized patient triage and care navigation
• Human escalation workflows for sensitive or high-risk interactions
• Secure backend validation aligned with HIPAA compliance requirements
• DeepEval-based LLM validation for accuracy, faithfulness, hallucination rates, and answer relevance
   

• Conversational AI with Natural Language Processing (NLP)
• AI-driven symptom triage workflows
• Human-in-the-loop escalation mechanisms
• DeepEval-based LLM response quality validation
• Secure healthcare data integration and compliance testing
• 24/7 scalable cloud-based architecture

• Reduced Level 1 patient support inquiries by over 60%, significantly lowering call center workload and operational costs.
• Enabled clinicians and administrative teams to focus on higher-value patient care activities.
• Improved patient experience with instant 24/7 access to healthcare information and services.
• Standardized symptom triage and patient routing for safer, more consistent care guidance.
• Supported scalable patient engagement during seasonal demand spikes and public health events.