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Trials Intel

Trials Intel automates clinical trial intelligence for pharma investors using Gemini's multimodal capabilities.

Code Video Cerebral Valley

Core trick

Gemini Vision reads survival curves and adverse-event tables from trial PDFs, extracting numbers for a competitive-intelligence summary.

Tags

healthfinancevision

Description

Trials Intel automates clinical trial intelligence for pharma investors using Gemini's multimodal capabilities. The agent autonomously monitors ClinicalTrials.gov, classifies trials by therapeutic area and commercial potential, then uses Gemini Vision to extract quantitative data from survival curves and adverse event tables in published trial results. It synthesizes insights across multiple sources to generate market trends, investment opportunities, and competitive intelligence. What currently requires teams of analysts at $100-500K/year is automated in minutes. Built entirely with Google Gemini 2.0 for true text + vision multimodal analysis.
AUW160150/Multimodal-AI-Agent-for-Clinical-Trial-Intelligence★ 01 forksPythonCreated Oct 19, 2025 · last push Oct 19, 2025

README excerpt

# 🔬 Trials Intel

**Multimodal AI Agent for Clinical Trial Intelligence**

## 🎯 **The Problem**

Pharmaceutical companies and VCs waste **millions** tracking competitor clinical trials:
- 400,000+ trials on ClinicalTrials.gov
- Results published across journals as PDFs with complex medical charts
- Trial outcomes buried in conference presentations
- Manual monitoring = hiring analysts at $150K+/year
- Missing critical updates = bad investment decisions

**Current solution:** Teams of analysts manually reading PDFs, extracting data from survival curves, watching for updates.

**Cost:** $100K-500K/year per company for trial intelligence services.

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## 💡 **Our Solution**

**Trials Intel** is a real-time multimodal AI agent that:

1. ✅ **Monitors ClinicalTrials.gov** automatically for specific therapeutic areas
2. ✅ **Classifies trials** using Gemini's natural language understanding  
3. ✅ **Extracts data from medical charts** using Gemini Vision (survival curves, adverse event tables)
4. ✅ **Generates investment intelligence** - market trends, opportunities, risks
5. ✅ **Synthesizes insights** across multiple trials for competitive analysis

### **Why "Multimodal Agent"?**

- **Text Processing:** Analyzes trial descriptions, protocols, status updates
- **Vision Analysis:** Reads Kaplan-Meier curves, extracts data from tables in PDFs
- **Structured Data:** Processes trial metadata (phase, enrollment, dates)
- **Autonomous Behavior:** Continuously monitors, classifies, and ale

Team