🏥 MSL Account Intelligence Tool

AI-powered pre-call intelligence brief generator for US hospital accounts. Enter any hospital name and therapeutic area — get an instant structured account brief with physician profiles, active trials, recent news, and an AI-generated MSL visit plan in 60 seconds.

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🎯 What It Does

An MSL manually researching a hospital account spends 2-3 hours across 10 different sources. This tool does it in 60 seconds.

Enter hospital + therapeutic area → get:

• Hospital profile from NPI Registry
• Key physicians at that institution
• Active clinical trials at that site
• Latest news and developments
• AI-generated MSL visit brief with conversation starters
• Downloadable account brief

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🛠️ Built With

Tool	Purpose
Python	Core language
NPI Registry API	US hospital and physician profiles
ClinicalTrials.gov API	Active trials at the site
Tavily API	Latest news and developments
Claude API (Anthropic)	AI-generated MSL visit brief
Streamlit	Web interface

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📁 Project Structure

├── npi_search.py          # NPI Registry — hospital and doctor profiles
├── trials_at_site.py      # ClinicalTrials.gov — active trials at location
├── news_search.py         # Tavily — latest news and developments
├── llm_brief.py           # Claude AI — generates MSL visit brief
├── report_generator.py    # Assembles complete account report
├── streamlit_app.py       # Streamlit web interface
├── requirements.txt       # Python dependencies
└── .env.example           # API key template

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🚀 Quick Start

1. Clone the repo

git clone https://github.com/LifeSciForge/MSL_Account_Intelligence.git
cd MSL_Account_Intelligence

2. Create virtual environment

python3 -m venv venv
source venv/bin/activate

3. Install dependencies

pip install -r requirements.txt

4. Add your API keys

cp .env.example .env
# Edit .env and add your API keys

5. Run the app

streamlit run streamlit_app.py

Open browser at http://localhost:8501

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💡 Example Searches

Hospital	State	Specialty	What You Get
Mayo Clinic	MN	oncology	10 trials, 5 news, full brief
MD Anderson Cancer Center	TX	oncology	Trial landscape, KOL profiles
Boston Children's Hospital	MA	rare disease	Rare disease trial mapping
Johns Hopkins Hospital	MD	neurology	Active trials, recent news
Cleveland Clinic	OH	cardiology	Full account intelligence
Memorial Sloan Kettering	NY	immunotherapy	CAR-T trial landscape

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🎯 Target Users

• MSL — pre-call visit preparation in 60 seconds
• KAM — account planning and prioritisation
• Medical Affairs — site identification for investigator-initiated trials
• BD / Biotech — partnership and collaboration site mapping
• Sales Ops — territory intelligence and mapping

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🔑 API Keys Required

Key	Source	Cost
TAVILY_API_KEY	tavily.com	Free tier available
ANTHROPIC_API_KEY	console.anthropic.com	Free trial available

App runs in placeholder mode without API keys — all hospital, trial, and news data still loads from live sources.

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📊 Data Sources

All data is 100% open and publicly available:

• NPI Registry — US government database of 6M+ healthcare providers
• ClinicalTrials.gov — US government clinical trials database
• Tavily — AI-optimised web search for latest news
• CMS Open Payments — pharma payment transparency data (coming soon)

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👤 Author

Pranjal Das AI & Automation for Life Sciences github.com/LifeSciForge