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A founder with deep dental industry knowledge but no technical background needed an AI-powered dental practice management system. The product required patient management, AI-assisted clinical notes, treatment planning with AI suggestions, appointment scheduling, and Stripe subscription billing — all built with HIPAA-level security practices.
3 weeks
Development Time
From discovery to production
94%
AI Accuracy
Clinical suggestion relevance
85%
Documentation Time Saved
2-3 hours reduced to 15 min
20+
Pages Built
Including patient portal
15+
API Endpoints
Real-time with Convex
100+
Security Tests
All passing, HIPAA-aligned
The Challenge
A founder with deep dental industry knowledge but no technical background needed an AI-powered dental practice management system. The product required patient management, AI-assisted clinical notes, treatment planning with AI suggestions, appointment scheduling, and Stripe subscription billing — all built with HIPAA-level security practices. The founder had validated demand with 15 dental practices expressing interest, but needed a working product to convert them into paying customers before competitor solutions launched.
Discovery Phase
We ran a 2-day discovery sprint mapping the clinical workflow from patient intake through treatment completion. We interviewed the founder about daily pain points in dental practices: manual note-taking during procedures, treatment plan formatting, patient communication templates, and insurance documentation. The key insight was that dentists spend 2-3 hours daily on administrative documentation that AI could reduce to 15 minutes.
Our Solution
We built the platform on Next.js with Convex as the real-time backend, Clerk for authentication with role-based access (dentist, hygienist, receptionist, admin), and Stripe for subscription billing with a 14-day free trial. The AI chatbot was trained with dental domain knowledge sourced from the founder's expertise — it assists with treatment planning, generates clinical note templates, drafts patient communication, and suggests follow-up protocols based on procedure type.
Architecture
Convex provides real-time data synchronization, meaning when a receptionist schedules an appointment, the dentist's dashboard updates instantly. The AI layer uses the Vercel AI SDK with streaming responses for a responsive chat experience. Patient data is encrypted at rest and in transit, with audit logging for all data access events. The multi-tenant model ensures each practice's data is completely isolated.
Technology Stack
Key Results
Full SaaS platform deployed to production in 3 weeks
AI chatbot with dental domain knowledge achieving 94% relevance in clinical suggestions
Stripe subscription billing with free trial, monthly, and annual plans
Multi-tenant architecture with Clerk auth supporting dentist, hygienist, receptionist, and admin roles
MANIAC QA: 100+ security tests passed with zero critical vulnerabilities
Patient management with appointment scheduling and automated reminders
Clinical note generation reducing documentation time from 2-3 hours to 15 minutes daily
Treatment plan templates with AI-assisted customization
Features
Core features delivered for DentistryGPT.
AI dental chatbot with clinical domain knowledge
Patient management and appointment scheduling
Clinical note generation with AI assistance
Treatment plan templates with customization
Stripe billing with free trial and annual plans
Role-based access control (4 roles)
Real-time data sync across practice staff
“We went from idea to a production SaaS in 3 weeks. Our previous agency quoted us 6 months and 3x the price. The AI-powered testing caught bugs our QA team would have missed. The dental AI chatbot exceeded my expectations — it understands clinical context better than I anticipated.”
Lessons Learned
Domain expertise from the founder is irreplaceable — the AI is only as good as the knowledge it is trained on
Healthcare products require audit logging from the start, not as an afterthought
Free trial conversion rates improve when the onboarding flow is AI-guided
Full-stack developer and AI architect with years of experience shipping production applications across SaaS, mobile, and enterprise. Gareth built Agentik {OS} to prove that one person with the right AI system can outperform an entire traditional development team. He has personally architected and shipped 7+ production applications using AI-first workflows.
More Work
Whether it is a SaaS, mobile app, or enterprise platform — we build it in weeks, not months.