Planetary Risk Assessment & Knowledge-driven Real-time Intelligence for Threat Monitoring & Impact Analysis

The Operating System for Planetary Intelligence

Powered by Qdrant • Built with FastAPI, LangChain & React • 12 Specialized Agents

ClimateX.ai is not just a dashboard—it's an autonomous swarm of AI agents working 24/7 to decode the complex feedback loops between Earth's Climate Systems and Global Financial Markets.

By integrating satellite data (NASA FIRMS, ESA Copernicus) with financial feeds (Yahoo Finance) and regulatory databases, ClimateX.ai delivers:

• Role: Crisis Commander
• Monitors real-time alerts from GDACS, NASA FIRMS, USGS
• Calculates distance and spread speed of hazards
• Locates nearest hospitals and shelters
• Generates safe evacuation routes avoiding the danger zone

• Role: Financial Analyst
• Tracks stock tickers and correlates volatility with climate events
• ESG scoring with regulatory citations
• Carbon price tracking (EU ETS, California Cap-and-Trade)
• Portfolio climate exposure analysis

• Role: Compliance Officer
• Supply chain climate resilience verification
• TCFD/CSRD compliance monitoring
• Audit trail generation with source citations

• Role: Information Synthesizer
• Real-time ingestion of climate and market news
• Multi-source data fusion and deduplication
• Sentiment analysis and impact scoring

• Role: Supply Chain Optimizer
• Weather-driven demand forecasting
• Inventory optimization based on climate predictions
• Supply chain risk assessment

• Role: Futurist Simulator
• Generates detailed scenarios for +2°C, +3°C warming
• Economic collapse projections and crop failure analysis
• Visual scenario generation with AI imagery

• Role: Security Analyst
• Threat modeling for climate infrastructure
• Vulnerability assessment and mitigation strategies

git clone https://github.com/SRINJOY59/Convolve_MAS.git
cd Convolve_MAS

# 1. Setup Environment
python -m venv venv
source venv/bin/activate  # Windows: venv\Scripts\activate

# 2. Install Requirements
pip install -r requirements.txt

# 3. Launch Nerve Center
uvicorn main:app --reload
# API validates at http://localhost:8000/docs

cd frontend

# 1. Install Dependencies
npm install

# 2. Launch Interface
npm run dev
# Access Mission Control at http://localhost:5173

• NASA FIRMS - Active fire detection
• ESA Copernicus - Climate data services
• NOAA - Weather and ocean monitoring
• Climate TRACE - Emissions tracking
• GDACS - Global disaster alerts
• OpenAQ - Air quality monitoring
• Yahoo Finance - Market data feeds
• USGS - Earthquake detection

Climate change is no longer a distant threat—it is a present-day operational risk affecting supply chains, portfolios, and communities. ClimateX.ai was built to meet this moment. By deploying autonomous agents that never sleep, RAG pipelines that cite every source, and a Climate Time Machine that simulates futures, the platform empowers researchers, investors, and crisis responders to act with confidence.

As mandatory climate disclosures reshape corporate accountability and 83% of institutional investors demand better risk data, the need for intelligent, explainable climate infrastructure has never been greater. ClimateX.ai operationalizes what others only visualize—turning the less than 1% of satellite data that reaches decision-makers into actionable intelligence.

The question is no longer whether AI can help solve climate challenges—it's how fast we can deploy it.

ClimateX.ai: Planetary Intelligence, Real-Time.

Convolve Hackathon 2026 • Making the invisible visible.