Institutional Adoption
Sustainable, scalable, and locally-engineered dental AI for healthcare institutions.
Procurement Architecture
Public health infrastructure requires sustainable unit economics, not just grant dependency. UGDent operates on a disciplined B2B and institutional SaaS commercial model, offering procurement-ready packages designed for Ugandan realities.
Business Tiers
Flexible Models for Every Adopter
API-as-a-Service
For mHealth & NGOs
- WebSocket API access
- Sub-2-second inference
- XAI attention maps
- Volumetric pricing
- Dedicated support
Clinical SaaS
For Private Practices
- Unlimited Web UI access
- XAI second opinion tool
- Real-time attention maps
- Clinical dashboard
- Priority support
Custom
For Hospitals & Government
- Full EHR integration
- Dedicated deployment
- Custom SLAs
- Training & capacity building
- 24/7 support
All pricing supports UGX processing via MTN/Airtel Mobile Money and formal Request for Quotation (RFQ) workflows.
Strategic Partnerships
Collaborative Ecosystem for Scale
Academic & Clinical Validation
Partnering with Makerere University Dental Hospital and COCIS to continuously validate the CLIP Vision Transformer against ground-truth clinical diagnoses.
Rural NGO Pilots
Deploying the mobile application to frontline Community Health Workers (CHWs) in refugee settlements and resource-constrained environments.
Tele-Dentistry API Integration
Licensing the WebSocket API to mHealth platforms and telehealth providers for sub-2-second intraoral video screening.
Local Supply Chain
A production-level tele-dentistry platform cannot exist purely as code on a server. Protecting Uganda's oral health requires a physical and professional ecosystem to sustain it. UGDent operationalizes a "Buy Uganda, Build Uganda" methodology by structuring a local supply chain that creates economic participation across the health and tech sectors.
Clinical Data Annotators
Dental students securely curating and annotating African intraoral video sequences
Community Health Workers
Primary operators of the React Native mobile application in rural triage centers
Hardware Providers
Local vendors supplying smartphones, intraoral camera attachments, and edge devices
Telecom Operators
MTN/Airtel infrastructure for stable data transmission and mobile money gateways
Product Roadmap
Disciplined Research-to-Market Scaling
Pilot-Ready WebSocket API
- CLIP Vision Transformer
- Sub-2-second inference
- XAI attention maps
Edge Quantization
- Knowledge Distillation
- Offline smartphone inference
- Deep-rural deployment
Multimodal Clinical Integration
- Proprietary African dataset
- Vision-Language Model
- Comprehensive clinical reasoning
Ready to Adopt UGDent?
Join us in democratizing oral healthcare through video-powered dental AI.