Top Web3 AI Projects

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Aug 12, 2025  –  Reading Time: 4 minutes

Two completely different digital technologies: AI and blockchain. Projects merge them to leverage their combined benefits. How is AI used in Web3, and how does AI benefit from blockchain? How do AI and blockchain projects utilize this interconnection? We keep finding more and more examples - updated Aug ‘25.
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Graphic image depicting combining Blockchain and AI

Updated August ‘25

AI seems to be taking over the world in a storm. It doesn’t stop at anything, including blockchain. But Web3 enthusiasts ask themselves if that’s a good thing. Can AI replace Web3? Or is it supposed to?

Or maybe AI can be an enhancement. How is AI used in Web3, and are there any promising AI crypto projects already exploring the possibilities?

Many companies experiment with integrating blockchain and AI projects because theoretically, both technologies should benefit tremendously from the synergy. For example, blockchain technology could address the security and trust issues that Artificial Intelligence is struggling with. Not to mention the need for less centralized AI concentration in the hands of a powerful few.  

The onchain research team examined existing Web3 AI projects to find some answers and created a detailed blockchain & AI report. In this article, we’ll introduce some of the top Web3 AI projects.

How is AI used in Web3, and how can it benefit blockchain?  

Many ask, can AI replace Web3? However, the idea is not to replace Web3; the goal is to complement it by integrating AI technologies into blockchain-based Web3 applications and platforms, or vice versa. 

Web3-based businesses are integrating AI with blockchain to simplify and enhance their platforms. Leveraging smart contracts and using AI machine learning algorithms helps enhance blockchain security by analyzing transaction patterns to detect and prevent fraud. AI machine learning can also improve transaction privacy by identifying potential data theft or unauthorized access.

The key traits of blockchain technology are transparency and immutability. This enhances the reliability and trustworthiness of AI systems. Blockchain’s auditable AI outputs address concerns about bias, privacy, and trust. Additionally, blockchain can create secure, decentralized marketplaces for AI data and models.

The marriage of these two technologies can help streamline a wide array of tasks across different industries. For instance, improving supply chain logistics, enhancing gene sequencing, deploying AI agents for customer service, and performing other data-intensive tasks.

Will blockchain and AI projects shape our future?

Blockchain and AI Synergy: The Benefits

According to Appinvent, the combined market size of AI and blockchain technologies is predicted to exceed $703 million by 2025, which would result in a CAGR of 25.3% from 2020 to 2025.

Graphic graph showing the Blockchain AI market size from 2020 - 2025

Another source, Market.us projects the global blockchain AI market size to grow from $349 million in 2023 to $2,787 million by 2033. This represents a 23.1% growth in CAGR.

Our research findings suggest that the healthcare industry sector will be most impacted, followed by the financial industry. 

Furthermore, a global survey conducted by Casper Labs found that around 51% of blockchain-based business leaders reported that optimizing AI operations is their top priority. This surpassed other areas such as database automation, ensuring security and compliance, and supply chain optimization.

To this end, we have covered some of the key verticals that are running Web3 and AI blockchain-based projects to give you further insight into this exciting new world.

Examples of Web3 AI projects

SingularityNET

Image depicting the Singluarity logo on an electric blue background.

SingularityNET is a decentralized AI marketplace built on blockchain. It allows developers to publish, share, and monetize AI services at scale. Originally built on Ethereum, it now supports Cardano as well.

Services provided
The platform enables anyone to deploy and access a wide range of AI services, including language translation, data analytics, and biometric recognition, through a unified API.
Uniqueness
SingularityNET’s marketplace is fully decentralized, providing developers with direct access to consumers without the need for intermediaries. It is responsible for powering the AI brain behind Sophia the Robot, showcasing its real-world capabilities and positioning it at the forefront of decentralized, human-like AI development. 
Purpose
To democratize access to advanced AI and prevent monopolization by major tech companies. SingularityNET’s goal is to make advanced AI tools available to everyone by creating a decentralized platform that promotes open, equitable access and innovation. 
Token
AGIX is the native utility token used to pay for AI services and participate in network governance.

Numerai

Image depicting the Numarai logo on a black background

Numerai is a pioneering hedge fund that harnesses the collective intelligence of data scientists worldwide through a global, encrypted data science competition. It crowdsources predictive models to make investment decisions, all while preserving data privacy and incentivizing contributors through its native token. 

This innovative approach has enabled the creation of a decentralized hedge fund that continuously evolves with the collective input of its community.

Services provided
Numerai enables data scientists to develop machine learning models using its encrypted datasets and rewards the best-performing models based on real-world financial outcomes.
Uniqueness
It protects proprietary data through encryption, incentivizes collaboration instead of competition, and creates a blockchain-powered meta-model for finance.
Purpose
Numerai’s goal is to build the world’s most powerful and efficient hedge fund by leveraging collective intelligence from global data scientists, using AI and blockchain to ensure transparency, data privacy, and incentive alignment across a decentralized research network.
Token
NMR is the native token used for staking model predictions and earning rewards.

Gensyn

Image depicting the Gensysn logo on a blue background

Gensyn is a decentralized compute protocol that connects machine learning engineers with idle GPU hardware globally. Instead of relying on centralized cloud providers, Gensyn creates a trustless, blockchain-based marketplace where developers can access affordable and scalable compute power for training large AI models. It utilizes cryptographic proofs to verify that machine learning tasks have been completed correctly, enabling the secure outsourcing of training jobs without requiring trust in the compute provider.

Services provided
It facilitates the remote execution and cryptographic verification of machine learning tasks across globally distributed hardware. Gensysn supports scalable AI model training while ensuring transparency, cost-efficiency, and computational integrity through blockchain-based incentives and validation.
Uniqueness
Gensyn stands out by enabling verifiable AI computation at scale without centralized oversight. Its blockchain-based proof-of-training mechanism ensures the accuracy and integrity of machine learning tasks run on decentralized hardware.
Purpose
To make large-scale AI training more accessible and affordable by decentralizing compute infrastructure and reducing reliance on centralized cloud providers.
Token
The GENSYN token will be used to pay for compute tasks and verify proof-of-training outcomes.

Cortex

Image depicting the Cortexlabs logo on a blue background

Cortex is a public blockchain that supports onchain execution of AI models. It enables AI inference within smart contracts, making them more dynamic and intelligent. It is an open-source, peer-to-peer blockchain designed to bring AI functionality to decentralized applications (dApps).

Services provided
Cortex offers an AI-powered smart contract platform that enables developers to build dApps capable of AI reasoning onchain, and upload, share, and execute AI models across a distributed network. 
Uniqueness
It’s one of the first projects to enable AI model execution directly on a blockchain using its virtual machine (Cortex Virtual Machine).
Purpose
To bridge the gap between AI and blockchain by enabling smart contracts to run machine learning models directly onchain, making decentralized applications more intelligent, interactive, and autonomous.
Token
The CTXC token is used to pay for executing AI models and transactions on the Cortex blockchain.

Modulus Labs

Image depicting the Moduluslabs logo on a black background

Modulus Labs enables AI models to be executed within smart contracts using zero-knowledge proofs (ZKPs), making it possible to run AI computations verifiably onchain without sacrificing speed or cost efficiency. By leveraging ZK cryptography, Modulus ensures that the integrity of AI outputs can be validated without revealing the underlying data or model details.

Services provided
It enables developers to embed advanced AI inference into decentralized applications (dApps) using zero-knowledge (ZK) technology. This enables trustless and verifiable AI-driven logic across various use cases, including DeFi trading, prediction markets, and autonomous onchain agents.
Uniqueness
Modulus introduces ZKML (zero-knowledge machine learning) to Web3, bridging AI and crypto in a way that makes AI outputs provable and censorship-resistant on public blockchains.
Purpose
To make AI verifiable, composable, and decentralized — ensuring that AI models can be trusted and used safely within smart contract logic.
Token
At the time of writing, Modulus Labs has an ERC-20 token deployed on Ethereum, although it is not publicly launched or actively traded yet.

Oraichain

Image depicting the Oraichain logo on a black background

Oraichain is a data oracle platform that integrates AI APIs with smart contracts. It functions as both a Layer 1 blockchain and an AI service layer, focusing on powering the data economy and decentralized oracle services. By integrating AI directly into its core infrastructure, Oraichain enables the development of intelligent, next-generation smart contracts and dApps while fostering a complete AI-driven ecosystem on the blockchain.

Services provided
It offers decentralized AI APIs for use in smart contracts, such as facial recognition, price prediction, and KYC.
Uniqueness
Unlike other oracles that only deliver raw data, Oraichain validates AI-generated results onchain, enhancing data integrity and utility.
Purpose
To become the first AI Layer 1 platform for dApp development with verifiable, real-time AI data.
Token
The ORAI token is used for accessing services, governance, and staking within the Oraichain network.

Fetch.ai

Fetch.ai network graphic image

Fetch.ai prides itself on being the first open network for AI agents. It employs blockchain technology and AI together to enable the decentralization and automation of everyday tasks such as reserving flights or parking spaces.

Its model solves use cases that are dependent on extensive datasets.

Furthermore, in Q2 of 2025, Fetch.ai secured a $500 million investment from Interactive Strength Inc. to expand AI agent use cases, starting with a fitness platform.

Services provided
Fetch.ai offers a decentralized machine learning platform that harnesses the power of AI to facilitate services and tasks. e.g., asset trading, energy grid optimization, gig economy tasks, etc. Its DeFi application helps users automate trades based on preset conditions.
Uniqueness
It utilizes AI to create and operate a blockchain network, deploying AI agents instead of smart contracts. And offers developers an AI-powered mechanism for dAPP development.
Purpose
To leverage security, efficiency, and transparency, resulting in an AI-based infrastructure to build and provide smart autonomous services.
Token
FET is the native AI token that drives its internal economy. Token holders use their FET tokens to access and utilize services within the platform.

Ocean Protocol

Ocean Protocol network graphic image

The Ocean Protocol is a decentralized data exchange protocol running on Ethereum. It facilitates data monetization through tokenization, offering a crypto-on-ramp. And it provides an open market for buying and selling datasets while preserving privacy.

Services provided
Ocean enables its users to trade data assets and manage data throughout the AI model lifecycle in the Ocean Market. Its primary use case serves as the unit of exchange for data tokens. This enables its data to be purchased, including previously inaccessible data.
Uniqueness
Its unique data tokens enable the tokenization of data into assets. The Ocean Protocol democratizes data access.
Purpose
To create a decentralized marketplace and provide data monetization.
Token
Ocean is the native token facilitating dataset transactions, staking, and governance. Its utility and deflationary supply enhance its value within the Ocean ecosystem.

OpSec Network

OpSec network graphic image

The OpSec Network is a Layer-1 blockchain network that utilizes AI coupled with a modular architecture to create, maintain, and manage a decentralized cloud-based architecture. Its ecosystem is designed to streamline and optimize cloud operations while prioritizing privacy. It now supports node deployment across an increasing number of Layer 1 chains.

Services provided
The OpSec Network offers a comprehensive range of decentralized, diverse cloud storage solutions, including OneSec web hosting, OpSec CloudVerse on high-level nodes, light-speed router devices, and GPU hosting. It delivers security, scalability, and transparency for its wide range of service offerings.
Uniqueness
OpSec offers a unique feature known as RDP, which enables users to access and utilize other servers and applications remotely. It also employs AI-driven consensus mechanisms and onchain model deployment, which are not generally used in other projects.
Purpose
It provides a scalable, flexible, and cost-effective cloud AI-based computing platform for data and transactions in blockchain applications.
Token
OpSec is the ERC-20 native token powering its platform and utilities, paving the way for decentralized AI and cloud computing solutions.

Artificial Liquid Intelligence

Artificial Liquid Intelligence network graphic image

Artificial Liquid Intelligence (ALI) uses the AI protocol ecosystem to enable the creation of AI-generated intelligent non-fungible tokens (iNFTs). These are unique AI-powered digital assets.

Services provided
ALI enables users to create dynamic characters via text descriptions and tokenize them as NFTs on the blockchain. Each character can be designed with specific traits, including appearance and personality. And is fully interoperable with other blockchain-based dApps.
Uniqueness
Its AI-generated iNFT model offers users a unique product with vast potential. e.g., virtual guides and assistants, and future integration into blockchain gaming.
Purpose
To enable users to create AI-generated content and authenticate iNFTS, avatars, and digital art.
Token
ALI is the AI-crypto token. It operates within the AI protocol and its associated decentralized applications. It incentivizes, regulates, and rewards users within the AI protocol ecosystem.

Crypto AI predictions: Tomorrow’s frontier in the AI+blockchain revolution

Undoubtedly, growing interest in AI has significantly impacted cryptocurrencies as a whole and driven substantial growth in AI-based crypto projects. 

AI-driven crypto models address challenges such as GPU scarcity and help users who wish to utilize AI mechanisms without having the technical expertise. As AI and blockchain continue to converge, more crypto AI-based projects will emerge.

As cryptocurrency acts as a digital medium of exchange, facilitating transactions, blockchain offers transparency and immutability. Hence, using blockchain helps overcome AI identity verification and data integrity issues within AI-crypto models. 

The fusion of crypto with AI is driving entrepreneurs and businesses to explore innovative solutions for a wide range of use cases. Discover what’s happening already and where the potential lies. Read our in-depth AI x Blockchain report.