# Welcome to Nubila

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.<br>

### 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

{% content-ref url="overview/our-features" %}
[our-features](https://nubila.gitbook.io/nubila/overview/our-features)
{% endcontent-ref %}

{% content-ref url="overview/nubila-validator-node-litepaper" %}
[nubila-validator-node-litepaper](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper)
{% endcontent-ref %}

## Get Started

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

{% content-ref url="overview/nubila-validator-node-litepaper/nubila-nodes" %}
[nubila-nodes](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper/nubila-nodes)
{% endcontent-ref %}

{% content-ref url="broken-reference" %}
[Broken link](https://nubila.gitbook.io/nubila/broken-reference)
{% endcontent-ref %}

{% content-ref url="overview/nubila-validator-node-litepaper/technical-architecture-of-nubila" %}
[technical-architecture-of-nubila](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper/technical-architecture-of-nubila)
{% endcontent-ref %}

{% content-ref url="overview/nubila-validator-node-litepaper/validator-node-explained" %}
[validator-node-explained](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper/validator-node-explained)
{% endcontent-ref %}

{% content-ref url="overview/nubila-validator-node-litepaper/running-and-delegating-nubila-validator-nodes" %}
[running-and-delegating-nubila-validator-nodes](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper/running-and-delegating-nubila-validator-nodes)
{% endcontent-ref %}

{% content-ref url="overview/nubila-validator-node-litepaper/why-validator-nodes-for-nubila-network" %}
[why-validator-nodes-for-nubila-network](https://nubila.gitbook.io/nubila/overview/nubila-validator-node-litepaper/why-validator-nodes-for-nubila-network)
{% endcontent-ref %}

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