The Solution: Agentic AI-powered Gum Health Assessment & Analytics
The solution leverages AI-powered image analysis to assess gum health in real time, providing users with instant feedback, historical comparisons, and dental clinic referrals. Administrators gain actionable insights through detailed analytics on user trends.
Key Features & Functional Workflow:
- Smart Image Capture & AI Analysis: Users capture gum images with real-time alignment cues, and AI processes them within seconds, detecting conditions like gingivitis or periodontitis and classifying their severity. Immediate results show issues and recommend actions, such as increased flossing or a dental check-up
- Personalized Recommendations & Appointment Scheduling: Users are given customized oral health tips based on AI results and can quickly schedule dental appointments with clinics via the app
- Historical Tracking & Comparative Analysis: Previous evaluations are retained in a timeline view, with interactive graphs monitoring trends in gum health over time, including inflammation and repeat problems
- Admin Analytics Dashboard: The app aggregates frequent gum issues, provides demographic insights (age, gender, location), and tracks user engagement metrics, including scan frequency and appointment bookings, offering a comprehensive view of user behavior and health trends
Technical Implementation:
The system leverages an AI model (Python-based) trained to detect gum diseases with over 80% accuracy, continuously improving through user data and feedback. Agentic AI enhances this process by incorporating human in the loop for better recommendations to users. The middleware and APIs facilitate image processing, user-AI interactions, and clinic integrations, while the SQL database securely stores user assessments, historical trends, and admin analytics. Additionally, cloud storage ensures secure management of image data and assessment records.
