RenewRx v3: Voice-First Agentic Refill System

🎯 Project Overview

RenewRx is an AI-powered prescription refill automation system that combines voice conversation, web automation, and human-in-the-loop oversight to streamline medication refill workflows.

🏗️ Architecture

Core Components

1. Voice Interface (ElevenLabs Conversational AI)

   • Natural language patient intake
   • 6-question clinical screening
   • Empathetic, conversational experience

2. Web Automation Agents

   • TinyFish - AgentQL-powered scraping for patient portals
   • Yutori - Autonomous pharmacy ordering

3. Risk Analysis (Modulate)

   • Audio and transcript analysis for fraud detection
   • Real-time risk scoring

4. Human Oversight (Retool)

   • Clinician dashboard for case review
   • Approve/Deny/Escalate workflow

5. Data Generation (Tonic Fabricate) 🏆

   • Synthetic patient data for development and testing
   • HIPAA-compliant demo environment

6. Observability (Macroscope)

   • End-to-end trace logging
   • Agent execution monitoring

📁 Project Structure

/Users/komalachenna/Cursor projects/Hackathon/
├── agents/                    # Web automation agents
├── backend/                   # FastAPI backend hub
├── services/                  # Integration services
├── retool/                    # Clinician dashboard workflows
├── mock_sites/               # Demo sites
│   ├── portal.html          # Patient login
│   ├── portal/
│   │   └── dashboard.html   # Patient dashboard (Tonic data)
│   ├── pharmacy.html        # Mock pharmacy
│   └── tonic_data.json      # Synthetic clinical data
└── TONIC_STRATEGY.md        # Prize submission documentation

🚀 Quick Start

1. Start Local Server

cd /Users/komalachenna/Cursor\ projects/Hackathon
python3 -m http.server 8080

2. Access Demo Sites

• Patient Portal: http://localhost:8080/mock_sites/portal.html

  • Username: eleanor.v
  • Password: password123

• Patient Dashboard: http://localhost:8080/mock_sites/portal/dashboard.html

• Pharmacy Site: http://localhost:8080/mock_sites/pharmacy.html

🎨 Features Implemented

✅ Phase 1: Infrastructure (Complete)

• Project scaffold with modular directory structure
• Python environment with core dependencies
• Mock patient portal with login
• Mock pharmacy site with ordering flow
• Tonic Fabricate synthetic data integration 🏆

🔄 Phase 2: Agent Development (In Progress)

• ElevenLabs conversation configuration
• TinyFish scraper agent
• Yutori ordering agent

📋 Phase 3: Integration (Planned)

• FastAPI backend hub
• Tonic Fabricate API integration
• Modulate risk analysis
• Freepik PDF generation
• Macroscope observability

🖥️ Phase 4: Clinician Interface (Planned)

• Retool workflow for case ingestion
• Clinician dashboard UI
• Approve/Deny/Escalate actions

🎬 Phase 5: Demo Polish (Planned)

• End-to-end test flow
• Demo script
• Trace verification

🏆 Prize Categories

Primary: Most Innovative Use of Tonic

• Used Tonic Fabricate to generate realistic synthetic clinical data
• Built privacy-safe development and demo environment
• See TONIC_STRATEGY.md for full details

Secondary Considerations

• ElevenLabs - Voice-first patient experience
• Yutori - Autonomous web ordering
• Retool - Human-in-the-loop interface
• Modulate - Voice authentication and fraud detection

🔒 Privacy & Compliance

All patient data displayed in the system is synthetic and generated by Tonic Fabricate. No real patient information is used or stored. This approach ensures:

• HIPAA compliance during development
• Safe demonstration environment
• Realistic testing scenarios

📝 Environment Variables

Create a .env file based on .env.template:

ELEVENLABS_API_KEY=
MODULATE_API_KEY=
TINYFISH_API_KEY=
YUTORI_API_KEY=
TONIC_API_KEY=
FREEPIK_API_KEY=
RETOOL_API_KEY=
MACROSCOPE_API_KEY=

🛠️ Technology Stack

• Backend: Python 3.12, FastAPI
• Voice: ElevenLabs Conversational AI
• Web Automation: AgentQL (TinyFish), Yutori
• Data: Tonic Fabricate
• UI: Retool
• Monitoring: Macroscope
• Assets: Freepik

📅 Development Status

Current Phase: Infrastructure & Mock Sites ✅
Last Updated: January 16, 2026

👥 Team

Built for the Hackathon by Komala Chenna

📄 License

Hackathon Project - All Rights Reserved