Introduction to Darwin Data
Darwin Data is a SaaS platform designed to help businesses and financial institutions assess and manage nature-related risks across their operations and portfolios. This page provides an overview of the platform's purpose, key features, and quick navigation to essential resources.
Overview
Darwin Data empowers businesses and financial institutions to identify, assess, and mitigate nature-related risks impacting operations and investment portfolios. Nature risks include biodiversity loss, deforestation, water scarcity, and climate-driven ecosystem changes that threaten supply chains, assets, and regulatory compliance.
You gain actionable insights through our API-driven platform, enabling proactive risk management. Start by integrating with your existing systems to analyze sites, suppliers, and holdings against global nature risk datasets.
Nature risk affects over 50% of global GDP. Darwin Data quantifies these impacts with geospatial data and machine learning models.
Understanding Nature Risk
Nature risk arises when business activities degrade ecosystems or become vulnerable to environmental changes. For operations, this means assessing sites for deforestation risk or water stress. In portfolios, evaluate holdings exposed to biodiversity hotspots or protected areas.
Key drivers include:
- Regulatory pressures like TNFD (Taskforce on Nature-related Financial Disclosures)
- Supply chain disruptions from ecosystem collapse
- Investor demands for nature-positive strategies
Darwin Data translates these risks into quantifiable metrics, such as risk scores from 0-100 and exposure probabilities.
Key Features
Site Risk Assessment
Evaluate operational sites for biodiversity, water, and climate risks using geospatial analysis.
Portfolio Analysis
Screen investments across thousands of assets for nature exposure and impact scores.
Scenario Modeling
Simulate future risks under IPCC scenarios to stress-test your operations and holdings.
These features integrate seamlessly via REST APIs at https://api.example.com.
Benefits
Protect supply chains by identifying high-risk suppliers. Meet ESG reporting requirements with automated TNFD disclosures. Reduce operational disruptions from nature events.
Enhance portfolio resilience with nature-adjusted risk models. Comply with regulations like EU Taxonomy. Attract impact investors with transparent nature metrics.
Platform Architecture
This architecture ensures scalable, real-time risk intelligence.
Get Started
Sign Up
Create an account at https://dashboard.example.com/register.
Get API Key
Generate your key from the dashboard settings.
Assess First Site
const response = await fetch('https://api.example.com/v1/sites/assess', {
method: 'POST',
headers: { 'Authorization': `Bearer YOUR_API_KEY`, 'Content-Type': 'application/json' },
body: JSON.stringify({ latitude: 40.7128, longitude: -74.0060 })
});
const data = await response.json();
console.log(data.riskScore);
import requests
response = requests.post(
'https://api.example.com/v1/sites/assess',
headers={'Authorization': 'Bearer YOUR_API_KEY', 'Content-Type': 'application/json'},
json={'latitude': 40.7128, 'longitude': -74.0060}
)
print(response.json()['riskScore'])
Review your first risk report in the dashboard to prioritize actions.
Next Steps
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