👋Welcome to Nubila

Nubila is building the physical perception layer for the autonomous economy and AI.

Our decentralized sensor network captures hyper-local, real-world signals—weather, air quality, soil, water, and energy—and transforms them into verifiable, machine-readable intelligence.

We combine AI-driven analytics with on-chain verifiability to create a trusted data layer between the physical world and autonomous digital systems. Nubila enables enterprises, AI agents, and smart contracts to act on ground-truth signals—unlocking resilient infrastructure and programmable finance at global scale.

We designed a layered DePIN + Oracle architecture:

• Collection: Decentralized weather stations gather high-frequency data at the edge. Marco serves as Nubila’s flagship hardware station, a decentralized weather and environmental sensor that captures hyper-local signals such as temperature, humidity, air quality, and solar output.

• Validation: Validator Nodes verify integrity, detect anomalies, and reach quorum.

• Anchoring: Validated packages (CIDs) are anchored on-chain for transparency.

• Delivery: Oracle & APIs stream structured feeds to AI agents, enterprises, and on-chain protocols.

Our mission is to make real-world data accessible, verifiable, and useful—so AI and finance can operate on trusted signals, not assumptions.

Learn

If you’re new to Nubila, start here:

• Network Overview – A panoramic view of Nubila’s end-to-end network.

• Core Concepts – Key ideas behind our DePIN-native oracle and AI validation.

• Technical Architecture of Nubila – A layered design connecting data capture, decentralized validation, and oracle delivery.

Use Cases

What can Nubila be used for? Examples now possible with our oracle feeds:

• AI & Robotics – Live physical context for route planning, navigation, and logistics.

• Energy – Solar and load forecasting, battery optimization, and grid stability.

• Finance & DeFi – Settlement-grade oracles for weather, energy, and freight derivatives; parametric insurance; prediction markets.

• Climate & Risk – Real-time intelligence for insurers, reinsurers, real estate, and agriculture.

• Public Sector – Disaster resilience, ESG monitoring, and city-scale observability.

• Industrial IoT – Operational alerts and optimization for supply chains and infrastructure.

Contributing

Want to contribute devices, run validators, or extend the docs? See the Contributing section for roles, guidelines, and rewards.

Quick links

✨Our Features📔Nubila Validator Node Litepaper

Get Started

We've put together some helpful guides for you to get setup with our product quickly and easily.

🛰️Nubila Nodes⚙️Technical Architecture of Nubila🛰️Validator Node Explained⚙️Running and Delegating Nubila Validator Nodes⚙️Why Validator Nodes for Nubila Network