Client Profile
A team of doctors and data scientists building an AI-powered preliminary diagnostic tool for primary care clinics in Southeast Asia.
The Challenge
Complex ML model needed to be wrapped in a simple, HIPAA-compliant interface that non-technical clinic staff could use. Regulatory requirements in multiple ASEAN countries added complexity.
Our Approach
NLabs built a web-based diagnostic interface with the founders' ML model integrated via API, secure patient data handling, multi-language support (English, Thai, Filipino), and a clinic admin dashboard.
Solution Delivered
Deployed in 15 pilot clinics across Thailand and the Philippines. The tool reduced average consultation time by 22% and improved preliminary diagnosis accuracy by 18%.
Measurable Outcomes
15
Pilot Clinics
22%
Consultation Time Reduction
18%
Diagnosis Accuracy Improvement
3
Languages Supported
"NLabs understood both the technical and regulatory dimensions. The MVP was clinic-ready from day one."
Services Used in This Engagement
This case study involved the following Nirji capabilities.
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