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🧠 MODULE 04 // RISK INTELLIGENCE // 2026-05-27 // TBILISI, GEORGIA

How to Build on Pandita Data: API Endpoints, Response Format & Live Data Access

Brain Dashboard REST API reference — /api/risk_scores, /api/global_alerts, and city-level JSON endpoints for developers.

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READ TIME ~5 MIN
PUBLISHED 2026-05-27 04:44:29 UTC
CITY FOCUS TBILISI
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Your city's risk profile changes every 16 seconds. Earthquakes shift, floods threaten new zones, wildfires leap across seasons—yet most people live in the dark, checking the news only after disaster strikes. Behind the Pandita Brain Dashboard's real-time 3D simulations and live AI risk scores lies a powerful nervous system: five API endpoints that feed continuous hazard intelligence to anyone who needs it. Whether you're a city planner, emergency responder, or researcher, these endpoints are your direct line to Earth's risk landscape—updated in near real-time, no delays, no gatekeeping.

THE BRAIN DASHBOARD API

Pandita's API architecture is built for speed and simplicity. Five core endpoints power the entire ecosystem:

📊
GET /api/risk_scores
Pull global composite risk across all seven hazard types. Returns real-time aggregated scores for earthquake, tsunami, wildfire, volcanic, flood, weather, and magnetic activity.
Global Coverage
🏙️
GET /api/risk_scores/<city>
Drill down to any city on Earth. Returns city-specific risk breakdown, allowing you to build localized alerts, dashboards, and emergency response protocols in seconds.
City-Level Detail
🚨
GET /api/global_alerts + /api/earthquake_feed
Stream active warnings and seismic events in real time. Perfect for automated monitoring systems, mobile apps, and integration into existing emergency infrastructure.
Live Streaming

THE RISK SCORES RESPONSE FORMAT

Every API call returns a standardized JSON payload. Here's what you get:

eq_score
Earthquake Risk (0–100)
flood_score
Flood Risk (0–100)
composite_score
Multi-Hazard Risk Index
last_updated
UTC Timestamp (±60 sec)

Each response includes seven individual hazard scores (earthquake, flood, wildfire, volcanic, magnetic, weather, tsunami) plus a composite risk weighting. The last_updated field tells you exactly when data was refreshed—critical for time-sensitive decision-making.

⚠️ CRITICAL FOR INTEGRATIONS

All timestamps are UTC. Always implement exponential backoff on rate limits (429 responses). Composite scores weight hazards by historical impact and current conditions—not all risks are equal, and your application shouldn't treat them that way.

🔗 LIVE DATA SOURCE

The Brain Dashboard at panditadata.com/brain_dashboard consumes these exact endpoints. You're building on the same foundation used by Pandita's flagship risk visualization platform. See scores update live, watch 3D simulations run in parallel, and understand why risk is shifting in real time.

USING THE API FOR YOUR OWN PROJECTS

Developers and organizations are already building on this infrastructure: city governments integrating risk scores into permit systems, insurance firms automating policy adjustments, researchers correlating AI risk predictions with ground truth outcomes. The API supports webhooks for push-based alerts and RESTful queries for on-demand pulls. Authentication is API-key based; rate limits scale with your tier.

For city-specific deep dives, pair these endpoints with Pandita's Disaster Report feature, which generates comprehensive risk profiles for individual municipalities—essential context when building localized early-warning systems.

The data is live. The science is sound. The door is open. Whether you're protecting infrastructure, saving lives, or advancing risk science, Pandita's API gives you the real-time visibility that was once locked behind paywalls and bureaucracy. Start querying today.

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