plasma-clinic

byJatin Yadav

I need to Build a full-stack, AI-powered Dental Clinic Management System (web + mobile responsive) with the following architecture and capabilities: PLATFORM OVERVIEW A multi-role SaaS platform for dental clinics that combines electronic medical records (EMR), AI-assisted clinical workflows, real-time consultation transcription, imaging analysis, appointment management, inventory tracking, and billing automation. All AI outputs are assistive only — no autonomous clinical decisions. Everything requires doctor review and approval before being saved or acted upon. USER ROLES & ACCESS (RBAC) Implement role-based dashboards and permissions for: Clinic Owner (super admin), Dentist/Orthodontist, Dental Assistant, Receptionist, Inventory Manager (master + sub admin), Patient, and Prospective Patient. Each role accesses only its authorized data and workflows. AI CLINICAL FEATURES 1. Real-time consultation transcription (microphone input → live speech-to-text, chunked streaming to AI) 2. AI-generated SOAP notes, consultation summaries, and follow-up observations — all editable, require doctor approval before EMR save 3. AI diagnostic insights from transcriptions, uploaded dental images, X-rays, radiographs, and patient videos 4. AI tooth movement and orthodontic progression tracking with historical comparison 5. Video-based AI analysis (frame-level dental observation, highlight areas of concern) 6. Patient-friendly AI-generated explanations of diagnoses and treatment plans 7. Draft treatment plan generation — doctor must validate before finalizing APPOINTMENT SYSTEM Patient self-booking, rescheduling, and cancellation. Receptionist workflow: schedule, confirm, reject, reschedule. Appointment statuses: Pending, Confirmed, Rejected, Cancelled, Ongoing, Completed, Missed. COMMUNICATION Real-time in-app messaging between doctors, patients, receptionists, and staff. AI-powered appointment reminders, confirmations, follow-ups, and weekly treatment reminders from treatment start date. EMR & PATIENT RECORDS Centralized records storing: consultation history, SOAP notes, prescriptions, imaging, uploaded scans/videos, treatment progress timeline, and AI-generated clinical notes (post-approval only). INVENTORY MANAGEMENT Real-time inventory tracking, AI supply forecasting, low-stock and expiry alerts, automated reorder triggers based on thresholds, voice-assisted inventory updates. BILLING & INSURANCE AI mapping of CDT/ICD billing codes, insurance claim generation, appeal draft generation — all editable before submission. SCHEDULING & OPERATIONS AI-assisted scheduling optimization with chair-time prediction and utilization insights. Staff scheduling using Monte Carlo simulation concepts. TECHNICAL REQUIREMENTS - Backend: RESTful API + WebSocket support for real-time transcription, messaging, notifications, and inventory updates - Auth: Secure login, session management, JWT/OAuth, RBAC-protected API endpoints - Storage: Cloud file storage for dental images, scans, videos, consultation recordings - AI Integration: Speech-to-text, LLM for clinical note generation and diagnostic support, computer vision for imaging and video analysis - Frontend: Responsive design for desktop, tablet, and mobile — all roles with dark and light theme as well - Audit logs for user activity, record modifications, and approval workflows - Advanced search and filtering across patients, records, appointments, treatments, invoices, and inventory - Dashboard analytics with charts for treatment metrics, clinic performance, appointment trends, and inventory stats - Export support for patient reports, treatment summaries, invoices, insurance documents - Workflow automation engine for reminders, approvals, and notifications

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System Requirements

System Requirement Document
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System Requirements Document

1. Introduction

The project will initiate with the dentist chairside workflow as the first deliverable. The full platform, including all modules, user roles, AI workflows, and technical requirements, will be built out incrementally as per the attached Statement of Work (SOW). This document outlines the system requirements for the AI-Powered Dental Clinic Management System, a comprehensive platform designed to streamline and automate the operations of dental clinics. The system leverages AI to assist with clinical workflows, patient management, appointment scheduling, inventory management, billing, and communication, while ensuring all clinical decisions remain under professional supervision.

2. System Overview

The platform is a multi-role SaaS solution that integrates electronic medical records (EMR), AI-assisted clinical workflows, real-time consultation transcription, imaging analysis, appointment management, inventory tracking, and billing automation. It is designed as a responsive Single Page Application (SPA) optimized for desktop, tablet, and mobile devices.

3. Functional Requirements

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AI Clinical Features

  • As a Dentist/Orthodontist, I want real-time consultation transcription so that I can capture patient interactions accurately.
  • As a Dentist/Orthodontist, I want AI-generated SOAP notes and consultation summaries that I can edit and approve before saving to the EMR.
  • As a Dentist/Orthodontist, I want AI diagnostic insights from transcriptions and dental images to assist in patient diagnosis.
  • As a Dentist/Orthodontist, I want AI to track tooth movement and orthodontic progression with historical comparisons.
  • As a Dentist/Orthodontist, I want video-based AI analysis to highlight areas of concern during consultations.
  • As a Patient, I want AI-generated explanations of diagnoses and treatment plans in a patient-friendly manner.
  • As a Dentist/Orthodontist, I want AI to draft treatment plans that I can validate before finalizing.

Appointment System

  • As a Patient, I want to self-book, reschedule, and cancel appointments online.
  • As a Receptionist, I want to manage appointment statuses including Pending, Confirmed, Rejected, Cancelled, Ongoing, Completed, and Missed.

Communication

  • As a User, I want real-time in-app messaging with doctors, patients, and staff.
  • As a User, I want AI-powered appointment reminders and follow-ups.
  • As a User, I want email notifications for appointment confirmations and reminders.

EMR & Patient Records

  • As a Dentist/Orthodontist, I want centralized records storing consultation history, SOAP notes, prescriptions, imaging, and treatment progress.

Inventory Management

  • As an Inventory Manager, I want real-time inventory tracking with AI supply forecasting and automated reorder triggers.
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Billing & Insurance

  • As a Billing Manager, I want AI mapping of CDT/ICD billing codes and insurance claim generation.
  • As a Billing Manager, I want integration with a payment gateway for processing transactions.

Scheduling & Operations

  • As a Clinic Owner, I want AI-assisted scheduling optimization with chair-time prediction.
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Technical Requirements

  • As a Developer, I want a backend with RESTful API and WebSocket support for real-time features.
  • As a Developer, I want secure login, session management, and RBAC-protected API endpoints.
  • As a Developer, I want cloud file storage for dental images and consultation recordings.
  • As a Developer, I want AI integration for speech-to-text, clinical note generation, and imaging analysis.
  • As a Developer, I want a responsive frontend design with dark and light theme support.
  • As a Developer, I want audit logs for user activity and record modifications.
  • As a User, I want advanced search and filtering across patients, records, and appointments.
  • As a User, I want dashboard analytics with charts for treatment metrics, clinic performance, appointment trends, and inventory stats.
  • As a User, I want export support for patient reports and invoices.
  • As a User, I want a workflow automation engine for reminders and notifications.
  • As a Developer, I want automated data backup with point-in-time recovery support.
  • As a Developer, I want a CI/CD pipeline using GitHub Actions or equivalent for deployment.
  • As a Developer, I want caching and session management using Redis.
  • As a Developer, I want to use a component library like shadcn/ui or Ant Design for UI consistency.
  • As a Developer, I want a documented and tested disaster recovery plan.
  • As a Developer, I want environment-based configuration management for different deployment stages.
  • As a Developer, I want JWT-based authentication with refresh token support.
  • As a Developer, I want rate limiting applied to all public-facing endpoints.
  • As a Developer, I want a zero-downtime deployment strategy.
  • As a Developer, I want integration testing for all API endpoints.
  • As a Developer, I want performance testing to ensure page loads under 2 seconds.
  • As a Developer, I want security penetration testing before production launch.
  • As a Developer, I want to ensure HIPAA security risk assessment before go-live.
  • As a Developer, I want to ensure HITECH Act compliance for all business associates.
  • As a Developer, I want to support the latest two versions of Chrome, Safari, and Edge browsers.
  • As a Developer, I want to maintain a minimum necessary access standard enforced via RBAC.
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4. User Personas

  • Clinic Owner/Super Admin: Manages overall clinic operations, user roles, and financial oversight.
  • Dentist/Orthodontist: Provides patient treatment and clinical decision-making.
  • Dental Assistant: Supports clinical operations and treatment workflows.
  • Receptionist: Manages patient scheduling and front-desk operations.
  • Inventory Manager: Oversees inventory and supply operations.
  • Patient: Accesses treatment information and communication channels.
  • Prospective Patient: Engages with the clinic for potential treatment.

5. Core User Flows

Dentist Chairside Workflow

  1. Start Consultation: Dentist begins a consultation with a patient.
  2. Live Transcription: Real-time transcription of the conversation is displayed.
  3. AI Assistance: AI panel provides SOAP note drafts and treatment recommendations.
  4. Approval Process: Dentist reviews and approves AI-generated content.
  5. Finalize Documentation: Approved notes are saved to the EMR.

Patient Appointment Booking

  1. Access Portal: Patient logs into the self-service portal.
  2. Book Appointment: Patient selects a date and time for an appointment.
  3. Receive Confirmation: Patient receives an AI-powered confirmation and reminder.
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6. Visuals Colors and Theme

  • Clinical white backgrounds with minimal color usage.
  • Accent colors for status indicators: green (confirmed), red (alert), blue (info).
  • Flat UI components with no gradients or decorative effects.

7. Signature Design Concept

  • A clinical and professional aesthetic with generous whitespace and readable typography.

8. Interaction Model & Motion Direction

  • Focused, calm, and trustworthy interface with structured content and minimal controls.

9. Non-Functional Requirements

  • Fast page load times and optimized API responses.
  • Scalable and reliable architecture with automated backups.
  • Secure data storage and encrypted communications.
  • Mobile responsive and accessibility compliant.
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10. Tech Stack

  • Frontend: React.js (SPA)
  • Backend: Python with FastAPI
  • Primary Database: PostgreSQL
  • Caching & Session Management: Redis
  • Real-Time Communication: WebSocket (Socket.io)
  • Cloud Provider: AWS (HIPAA-eligible infrastructure)
  • AI Services: OpenAI API, Whisper, custom vision models
  • File Storage: AWS S3

11. Assumptions and Constraints

  • Single clinic deployment with multi-chair support.
  • Operating timezone: Central Standard Time (CST).
  • HIPAA compliance for all data handling and third-party integrations.

12. Glossary

  • EMR: Electronic Medical Records
  • SOAP Notes: Subjective, Objective, Assessment, and Plan documentation
  • RBAC: Role-Based Access Control
  • AI: Artificial Intelligence
  • SPA: Single Page Application
Landing: View Info
Login: Sign In
Dashboard: View Overview
Analytics: View Clinic Metrics
Users: Manage Roles
Users: Edit Permissions
Scheduling: View Chair Utilization
Scheduling: Optimize Schedule
Billing: View Financial Reports
Billing: Export Invoices
Settings: Configure Clinic
AuditLogs: Review Activity