Our Journey – Building DAM Intelligence
From medical frustration to AI innovation: how we started our mission to fight dental fraud and protect national payers.
First CLU Models
AI Detection Technology Foundation
We started building our first AI models for medical image analysis. Focus on radiograph analysis, photo detection, and live video processing for dental applications. The foundation technology that would become CLU AI engine.
Key Achievements
- First AI models for radiograph analysis
- Photo and live video detection capabilities
- Medical image processing algorithms
- Foundation for explainable AI decisions
Iterra Incubation
French AI Healthtech Incubator
Accepted by Iterra, French AI incubator focused on impact-driven healthtech innovation. Iterra supports startups developing AI solutions for healthcare challenges and provided strategic guidance for our CLU AI development.
Milestones
- 🤝 Accepted by Iterra French AI incubator
- 🏥 Focus on impact-driven healthtech solutions
- 📈 Strategic guidance for AI development
- 🌟 Part of French healthcare innovation ecosystem
Recognition & Acceleration
From Clinical Insight to Innovation Award
Initial concept born from real clinical observations of unjustified treatments on dental invoices. Winner of 'Innovative Project' and 'High Potential Project' awards in Hauts-de-France region.
Achievements
- 🏆 Winner 'Innovative Project' & 'High Potential Project'
- 🧪 Initial concept from clinical observations
- 📊 First data pipeline with annotated dental images
- 🧠 Decision to develop explainable AI engine: CLU
CLU Engine Development
Building Our AI Foundation
Training began on internal dataset with radiograph analysis, image analysis, and live video detection. Development of 15+ specialized AI models for comprehensive dental fraud detection. Internal validation achieved <2 min/claim processing with >94% precision.
Technical Achievements
- 🧠 Creation of 15+ specialized AI models
- 📷 Radiograph analysis
- 🖼️ Image analysis
- 📹 Live video detection
- ✅ <2 min/claim, >94% precision validation
Yalha.ai Beta Test
Real-World Validation
Pre-tests with clinics in France and Portugal. Simulation of fraud detection on real anonymized claims with generation of annotated reports. Legal & ethical validation of document handling under GDPR.
Validation Results
- 🤝 Pre-tests with clinics in France and Portugal
- 📥 Fraud detection on real anonymized claims
- 📄 Annotated reports with treatment discrepancies
- 🧾 GDPR-compliant document handling validation
CheckMyTeeth Beta Launch
Family Dental Prevention Assistant
Launch of CheckMyTeeth family prevention app focusing on mothers, children, elderly, and people away from dentists. AI-powered dental health assistant for home prevention and early detection guidance.
Target Users
- 👨👩👧👦 Family prevention assistant for mothers and children
- 👴👵 Support for elderly dental health monitoring
- 🏠 Home-based dental health guidance
- 🩺 Early detection and prevention recommendations
International Acceleration
Dubai & GCC Expansion
Officially accepted into in5 Tech (Dubai) incubator. Beginning business development in UAE and GCC with focus on Daman, SEHA, Dubai Health. Preparation of use-cases for public health payers.
Expansion Milestones
- ✅ Accepted into in5 Tech (Dubai) incubator
- 🇦🇪 Business development in UAE and GCC
- 🌍 Partners in France, UAE and Portugal
- 🛡️ Use-cases for CPAM, Daman, NHIC
DAM HexaShield™ Launch
Insurance AI Audit Platform
Release of DAM HexaShield™ platform for insurers and national health systems. 4-step AI system: Upload → CLU Analysis → Risk Score → Report/Decision with full audit trail and real-time API.
Platform Features
- 🛡️ Platform for insurers and national health systems
- 💼 Dental fraud detection & justification audits
- ⚙️ 4-step AI: Upload → Analysis → Score → Report
- 📎 Full audit trail and real-time API
DAM Grid & Expansion
Unified Healthcare AI Infrastructure
Launch of DAM Grid unified infrastructure connecting clinics, patients, and payers. Integration with partner networks and regional health authorities. Expansion to orthodontics, pediatrics, prosthetics.
Future Vision
- 🧠 DAM Grid unified infrastructure launch
- 🏥 Integration with partner networks
- 🧾 AI expansion: orthodontics, pediatrics, prosthetics
- 🌍 CNIL, UAE Federal Health Data Law, GDPR alignment
🧠 What Drives Us
Every challenge we face drives us to build better solutions
Dental fraud is underestimated
→ We expose what others don't see
Payers can't justify rejections
→ We provide image + document proof
Public trust is eroding
→ We restore transparency and fairness
🌍 What's Next
Our roadmap for expanding fraud detection across key markets
🛫 2025–2026: Pilots across France, Abu Dhabi, and Saudi Arabia
🤝 Partnerships with public payers and mutuals
📊 Deployment of national dashboards for real-time fraud detection
📱 Integration with CheckMyTeeth and Yalha ecosystem
🧑⚕️ Our DNA
Built by health professionals, AI engineers and policy experts
Built by health professionals
Medical expertise at the core
100% Self-Funded
Bootstrapped by founders until now
Focused on impact
Not hype, real solutions
Public recognition
International incubation
🧬 Want to Join Our Journey?
Explore partnership options with DAM Intelligence and help us transform dental fraud detection across national health systems.
ℹ️ Development Milestones
All milestones shown reflect internal development and market preparation. Public deployments are in early-stage discussions and pilot negotiation as of mid-2025.