- OriginTrail builds a Verifiable Web for AI using Decentralized Knowledge Graphs and trusted data from global institutions.
- Forta utilizes decentralized AI bots to offer live blockchain threat detection and secure Web3 infrastructure.
- SingularityNET is an AI developers and users connecting blockchain based marketplace with next-gen AI tool’s deployment.
Digital platforms such as OriginTrail, Forta, SingularityNET, and The Graph are creating infrastructure to enable fractionalized knowledge, AI marketplaces, and threat identification across blockchain networks to illustrate the increasing importance of trust, transparency, and data integrity in the 21st century.
OriginTrail (TRAC): Powering the Verifiable Web for AI
Source: CoinMarketCap
OriginTrail is developing an ecosystem focused on building a trusted knowledge infrastructure for AI applications. The platform addresses misinformation challenges by verifying the origin of data and enhancing discoverability of real-world assets (RWAs) and vital knowledge. This is facilitated through the Decentralized Knowledge Graph (DKG) and OriginTrail Parachain.
Key partnerships with organizations such as the British Standards Institution, Walmart, Oracle, Polkadot, and the EU Commission’s Next Generation Internet initiative contribute to the platform’s broad industry relevance. These collaborations support use cases in sectors such as healthcare, logistics, and compliance, enabling secure information flow across global networks.
OriginTrail is currently in its Metcalfe phase, which targets the creation of the world’s largest verifiable web with 100 billion Knowledge Assets. This phase includes knowledge mining and knowledge signaling mechanisms designed to scale the ecosystem autonomously.
Forta(FORT): Real-Time Threat Detection for Blockchain Security
Source : CoinMarketcap
Forta is a blockchain protocol that runs as a decentralized way of detecting threats and monitoring the security of blockchain networks and smart contracts in real time. Forta, able to leverage AI-powered scan nodes and community-driven bots, identifies anomalous activities that can be used to identify exploits or vulnerabilities.
Instead of relying on centralized systems, the platform’s decentralized structures spread monitoring across different nodes so that there are no single points of failure, and greater resilience to the network is achieved. The Forta AI models are trained based on the detection of known threat patterns and continuous learning; hence, they adapt to new threats.
This proactive approach to threat identification enables projects to respond to incidents before they escalate. Forta’s emphasis on both decentralization and AI integration reflects a growing demand for automated, intelligent threat detection in a landscape where smart contract vulnerabilities continue to pose significant risks.
SingularityNET (AGIX): Building a Decentralized AI Marketplace
Source : CoinMarketcap
SingularityNET is a platform of exchange that exists within a blockchain and lets any participants mint AI services, share, and generate income on a decentralized marketplace. It uses the AGIX token to regain access and trade AI resources while making AI accessible to developers and end-users worldwide.
The platform is now aiming at structured knowledge systems like Knowledge Graphs (KGs), pairing with neural networks, are present. The primary goal of this approach is to overcome the limitations of LLMs by introducing the element of symbolic reasoning and structured data to the workflow of the AI.
SingularityNET wants to be the Internet’s Knowledge Layer. It also equips itself for future advancement in the perspective of artificial general intelligence (AGI) by handing out its tools to developers to construct next-generation AI systems capable of reasoning more accurately and relevantly.
The Graph (GRT): Indexing Blockchain Data for Web3 Applications
Source : CoinMarketcap
The Graph is a query protocol that enables querying data on a plethora of blockchain networks including Ethereum and IPFS. By making open APIs known as subgraphs, the developers are able to use GraphQL to retrieve structured data for use in uncentralized applications (DApps).
Over 3,000 subgraphs have been deployed for major projects such as Uniswap, AAVE, and Decentraland. The Graph plays a foundational role in Web3 by facilitating the development of scalable and efficient DApps through accessible and queryable on-chain data.
The protocol has grown rapidly, with query volumes reaching billions per month. Backed by a global community of indexers and curators, and supported by investors such as Coinbase Ventures and Multicoin Capital, The Graph continues to expand its support for new blockchain networks and developers.
