Just getting started with AI in Web3? — 
Introduction to AI in Web3
Introducing The Ultimate Web3 AI Map
This Ultimate Web3 AI Map is a resource useful in helping you understand the role of AI in the Web3 ecosystem and navigating the landscape where Web3 and AI converge.
In this resource, you’ll find:
- An introduction to AI in Web3;
- A database of the top 85+ Web3 projects with AI use cases; and
- A curation of useful Web3 AI resources including tools, guides, and relevant content.
85+ most relevant AI projects in Web3
Click to learn more about the projects
List of Top 85 + Web3 AI Projects
Comparing the top AI x Web3 projects, organized by categories
Full list
By Layer
By StageName
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Build decentralized apps with composable, real-time datasets.
Base Layer
Working Product
Data Network
-
P2P protocol for decentralized creation and access of digital assets.
Network Layer
In-production
AI App Launchpad
Scalable, reliable, unified data infrastructure network for AI.
Network Layer
Working Product
Decentralized Model
LLM
Powers AI, storage, and media streaming for dApps.
Data Layer
Working Product
AI-as-a-Service Integration
AI Marketplace
Decentralized Data Storage
AI-powered dApps and Smart Contracts
Decentralized data storage marketplace, protocol, and cryptocurrency.
Data Layer
Working Product
Decentralized Data Storage
Secure, private, and affordable distributed cloud object storage.
Data Layer
Working Product
Decentralized Data Storage
Decentralized high-performance multi-cloud storage
Data Layer
Working Product
Decentralized Data Storage
Decentralized cloud node infrastructure for scalable distributed computing.
Data Layer
Working Product
Decentralized Computation
Decentralized Data Storage
Decentralized GPU Network
Decentralized data indexing, rewards users for data.
Data Layer
Working Product
Decentralized Data Storage
-
Blockchain network designed for the permanent storage of data.
Data Layer
Working Product
Decentralized Data Storage
Creating the largest decentralized GPU network for AI+Metaverse.
Computation Layer
Working Product
Decentralized Computation
Open source decentralized computing platform.
Computation Layer
Beta
Decentralized Computation
Where AI meets decentralized computing.
Computation Layer
In-production
Decentralized GPU Network
Distributed GPU cloud infrastructure for Gaming & AI
Computation Layer
Beta
Decentralized Computation
Allows people to rent GPU servers from community members all around the world
Computation Layer
Working Product
Decentralized Computation
Cloud platform for integrated AI data management and analytics.
Computation Layer
Working Product
AI-powered dApps and Smart Contracts
Decentralized GPU Network
Delivers privacy-first cloud services at the right price.
Computation Layer
Working Product
Decentralized Model
AI Agent
Decentralized GPU Network
exaBITS is a decentralized computing network for affordable AI at scale
Computation Layer
Working Product
Decentralized Computation
-
Decentralized, hyper, parallel compute at any scale.
Computation Layer
Testnet
Decentralized Computation
AI Compute-as-a-Currency, powered by $IO™ Internet of GPUs™ | Built on Solana
Computation Layer
Working Product
Decentralized GPU Network
-
Harness the power of decentralized AI with Node AI.
Computation Layer
Working Product
Decentralized GPU Network
Decentralized AI elastic compute infrastructure, smart auto-scaling network for AI and deep learning.
Computation Layer
Working Product
AI App Launchpad
The first decentralized GPU rendering platform
Computation Layer
Working Product
Decentralized GPU Network
High-performance GPU cloud infrastructure for Web3.
Computation Layer
Working Product
Decentralized Computation
AI-powered decentralized cloud security.
Computation Layer
In-production
Decentralized GPU Network
Build decentralized apps for flexibility, scalability, censorship resistance.
Computation Layer
Working Product
Decentralized Computation
Innovative Bitcoin Layer2 solution, crafted with a focus on AI-driven modular construction.
Computation Layer
Working Product
Subnets
AI Specialization
/
Image/audio generation, large language models on decentralized GPU network.
Model Layer
Working Product
Decentralized GPU Network
Generative AI
LLM
Decentralized computing to push the boundaries of machine learning.
Model Layer
Testnet
Decentralized Computation
-
Adds autonomous serverless cloud to the public internet.
Model Layer
Data Layer
Working Product
Decentralized Model
An open-source protocol that powers a decentralized, blockchain-based machine-learning network.
Interface Layer
Working Product
AI Agent
AI Marketplace
Layer 1 with IBC verifies multidimensional AI trustworthiness, and powers unique Web3 applications.
Interface Layer
Working Product
AI Tooling
AI Marketplace
Deploy custom Autonomous AI agents for various goals.
Interface Layer
Beta
AI Agent
Personalized AI Bots
-
Arbius is a decentralized network for machine learning
Interface Layer
Working Product
Decentralized Model
Compute the entire history of Ethereum from your smart contract.
Interface Layer
Working Product
Decentralized Computation
Data Network
-
Research and development for a future powered by AI agents.
Interface Layer
Working Product
Blockchain Data Analysis
AI Agent
-
Load more
Application Layer
Application Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
User-owned AI infrastructure.
Application Layer
Working Product
AI Chat Bots
AI Agent
Decentralized Model
Cross-chain AI Executions
Application Layer
Working Product
AI Agent
AI-powered dApps and Smart Contracts
AI Marketplace
Generative AI
AI App Launchpad
/
Nansen is a blockchain analytics platform.
Application Layer
Working Product
Blockchain Data Analysis
-
Decentralized Synthetic Social Network for Humans & AI.
Application Layer
Beta
Decentralized Model
-
Institutional-grade investment strategies with LSTs powered by AI.
Application Layer
Working Product
Algorithmic Trading
Koii Network provides crowd-sourced AI, data feeds, social, search, and more
Application Layer
Working Product
AI Agent
-
Marketplace for AI solutions and SDK with access to integrated AI solutions.
Application Layer
In-production
AI Tooling
AI-powered Infrastructure for the crypto, blockchain, and Web3 industry.
Application Layer
Working Product
AI Tooling
AI TG Bots
Personalized AI Bots
AI-as-a-Service Integration
AI Marketplace
A full privacy package with AI safety tools, redistributes all revenue to 0x0 holders.
Application Layer
Working Product
AI Tooling
Create and integrate advanced crypto and AI bots.
Application Layer
Working Product
Personalized AI Bots
Base Layer
Base Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Build decentralized apps with composable, real-time datasets.
Base Layer
Working Product
Data Network
-
Computation Layer
Computation Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Global economy of decentralized computing.
Computation Layer
Working Product
Decentralized Computation
Decentralized Model
Decentralized GPU Network
-
Innovative Bitcoin Layer2 solution, crafted with a focus on AI-driven modular construction.
Computation Layer
Working Product
Subnets
AI Specialization
/
Build decentralized apps for flexibility, scalability, censorship resistance.
Computation Layer
Working Product
Decentralized Computation
Decentralized, hyper, parallel compute at any scale.
Computation Layer
Testnet
Decentralized Computation
AI-powered decentralized cloud security.
Computation Layer
In-production
Decentralized GPU Network
AI Compute-as-a-Currency, powered by $IO™ Internet of GPUs™ | Built on Solana
Computation Layer
Working Product
Decentralized GPU Network
-
Decentralized AI elastic compute infrastructure, smart auto-scaling network for AI and deep learning.
Computation Layer
Working Product
AI App Launchpad
Where AI meets decentralized computing.
Computation Layer
In-production
Decentralized GPU Network
Open source decentralized computing platform.
Computation Layer
Beta
Decentralized Computation
Delivers privacy-first cloud services at the right price.
Computation Layer
Working Product
Decentralized Model
AI Agent
Decentralized GPU Network
Creating the largest decentralized GPU network for AI+Metaverse.
Computation Layer
Working Product
Decentralized Computation
High-performance GPU cloud infrastructure for Web3.
Computation Layer
Working Product
Decentralized Computation
Allows people to rent GPU servers from community members all around the world
Computation Layer
Working Product
Decentralized Computation
exaBITS is a decentralized computing network for affordable AI at scale
Computation Layer
Working Product
Decentralized Computation
-
Distributed GPU cloud infrastructure for Gaming & AI
Computation Layer
Beta
Decentralized Computation
The first decentralized GPU rendering platform
Computation Layer
Working Product
Decentralized GPU Network
Cloud platform for integrated AI data management and analytics.
Computation Layer
Working Product
AI-powered dApps and Smart Contracts
Decentralized GPU Network
Data Layer
Data Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Decentralized high-performance multi-cloud storage
Data Layer
Working Product
Decentralized Data Storage
Secure, private, and affordable distributed cloud object storage.
Data Layer
Working Product
Decentralized Data Storage
Decentralized cloud node infrastructure for scalable distributed computing.
Data Layer
Working Product
Decentralized Computation
Decentralized Data Storage
Decentralized GPU Network
Decentralized data storage marketplace, protocol, and cryptocurrency.
Data Layer
Working Product
Decentralized Data Storage
Decentralized data indexing, rewards users for data.
Data Layer
Working Product
Decentralized Data Storage
-
Powers AI, storage, and media streaming for dApps.
Data Layer
Working Product
AI-as-a-Service Integration
AI Marketplace
Decentralized Data Storage
AI-powered dApps and Smart Contracts
Adds autonomous serverless cloud to the public internet.
Model Layer
Data Layer
Working Product
Decentralized Model
Interface Layer
Interface Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
AI-driven, scalable Web3 modular infrastructure platform enabling organizations and individuals to effortlessly transition from Web2 to Web3.
Interface Layer
Working Product
Blockchain-as-a-service
AI Aggregator
Web2-to-Web3 Transition
Multi-platform 2nd Gen AI solutions using Google tech, prioritizing accessibility, innovation, revenue sharing.
Interface Layer
In-production
AI Tooling
AI-as-a-Service Integration
Community-owned AI ecosystem where creativity earns digital currency.
Interface Layer
Beta
AI Marketplace
Generative AI
-
AI coprocessor for blockchains.
Interface Layer
Working Product
AI Agent
Decentralized Computation
Sequencer
Account Abstraction
Powering the future of AI with its HPC data center.
Interface Layer
Working Product
AI Marketplace
Decentralized GPU Network
Data Network
AI-as-a-Service Integration
An Environment for (truly) Open AI, Open Search, and Open Social.
Interface Layer
Working Product
Decentralized Computation
Layer 1 with IBC verifies multidimensional AI trustworthiness, and powers unique Web3 applications.
Interface Layer
Working Product
AI Tooling
AI Marketplace
Powering verifiable Internet for Artificial Intelligence
Interface Layer
Beta
AI Agent
Account Abstraction
Powerful tools link cryptocurrency activity to real-world entities.
Interface Layer
Working Product
Blockchain Data Analysis
Support verifiable AI systems with zero knowledge cryptography.
Interface Layer
In-production
AI Agent
-
Research and development for a future powered by AI agents.
Interface Layer
Working Product
Blockchain Data Analysis
AI Agent
-
A Machine Intelligence Network to generate autonomous onchain agents for Web3.
Interface Layer
Working Product
AI Agent
An open-source protocol that powers a decentralized, blockchain-based machine-learning network.
Interface Layer
Working Product
AI Agent
AI Marketplace
Compute the entire history of Ethereum from your smart contract.
Interface Layer
Working Product
Decentralized Computation
Data Network
-
Arbius is a decentralized network for machine learning
Interface Layer
Working Product
Decentralized Model
Deploy custom Autonomous AI agents for various goals.
Interface Layer
Beta
AI Agent
Personalized AI Bots
-
Blockchain security products with AI leveraging crowd power.
Interface Layer
Working Product
-
Create immersive events with NFT tickets & community rewards.
Interface Layer
Working Product
AI Agent
-
Numbers Protocol is a blockchain that tracks digital media and ensures security and trust.
Interface Layer
Working Product
Decentralized Data Storage
Decentralized AI marketplace, running on blockchain.
Interface Layer
Working Product
AI Marketplace
Run AI-powered prediction bots or trading bots on crypto price feeds.
Interface Layer
Working Product
Algorithmic Trading
Model Layer
Model Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Image/audio generation, large language models on decentralized GPU network.
Model Layer
Working Product
Decentralized GPU Network
Generative AI
LLM
Decentralized computing to push the boundaries of machine learning.
Model Layer
Testnet
Decentralized Computation
-
Network Layer
Network Layer
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
Scalable, reliable, unified data infrastructure network for AI.
Network Layer
Working Product
Decentralized Model
LLM
P2P protocol for decentralized creation and access of digital assets.
Network Layer
In-production
AI App Launchpad
No description
No description
Name
Description
Layer
Stage
Use Case
Token
Twitter/X
Website
