The Solution: Agentic AI-Powered Gum Health Assessment & Analytics
Datamatics implemented an Agentic AI solution that combines Computer Vision with multi-agent intelligence to help users monitor their oral health remotely, enabling preventive and proactive healthcare. This intelligent multi-agent system guides the user, captures the right image, analyzes oral conditions, provides insights, and suggests further precautions including consulting a dentist immediately.
Each stage is autonomously handled by dedicated agents that work together to deliver a seamless, guided experience from initial scan to meaningful results:
- Image Capture Agent: Guides the user through capturing gum images with on-screen tips for correct lighting, positioning, and clarity
- Planner Agent: Decides the required action, whether it’s a routine gum scan or responding to a query
- Tooling Agent: Selects the most suitable AI models and tools for analysis.
- Teeth Detection Tool: Counts and verifies visible teeth.
- Gum Segmentation Tool: Maps upper and lower gum regions.
- Diagnosis Tool: Flags visible dental issues such as caries, calculus, gingivitis, or ulcers.
- Health Risk Assessment Tool: Evaluates early signs of gum disease and predicts potential long-term risks.
- NLP Tool: Converts findings into simple, easy-to-understand summaries.
- Researching Tool: Provides tailored dental care tips and next-step suggestions from trusted sources.
The system delivers a complete Gum Health Analysis, detects issues, shares recommendations, and offers the option to book an appointment with a dentist. The dashboard also shows gum health analysis for the past 5 instances such as Healthy, Average, or Unhealthy and further provides additional gum health tips.
If the user needs more information, the Human-in-the-Loop (HITL) Agent answers follow-up questions in natural language such as “Do I have any discoloration?” by reprocessing only the relevant parts of the image without restarting the full process.
