SubQuery has launched their new AI App Framework, designed to enable future growth of Agentic AI in a decentralised way and solve challenges posed by centralised alternatives. Whether you’re a developer, entrepreneur, or Web3 enthusiast, the convergence of DePIN and agentic AI is your opportunity to shape the future.
Agentic AI powered by DePIN and SubQuery’s new AI App Framework represents a chance to take the principles of decentralization—fairness, resilience, and openness—and embed them into the fabric of the next AI revolution. Centralized solutions are proving inadequate, their limitations and data privacy concerns are being realised. These challenges call for a decentralized approach, and Decentralized Physical Infrastructure Networks (DePIN) are emerging as the backbone of the next AI revolution. SubQuery Network is aiming to lead this industry with their new AI App Framework.
SubQuery’s AI app framework: the catalyst for decentralized AI
While DePIN provides the infrastructure foundation, true adoption of decentralized AI requires developer frameworks to make building AI apps easier, faster, and scalable. This is where SubQuery’s AI App Framework comes in—a game-changing toolkit for building, deploying, and managing AI applications in a decentralized world.
The AI App Framework leverages SubQuery’s expertise in decentralized indexing and RPCs to power a fully Web3-native AI infrastructure. SubQuery’s network will support both decentralized AI inference and AI Apps in the future, providing a full-stack DePIN alternative to centralized AI.
Key benefits of SubQuery’s AI App Framework include:
On-Chain data integration: SubQuery’s framework seamlessly connects AI models with blockchain data, enabling real-time analysis and decision-making based on on-chain activity. For example, AI agents can analyze transaction patterns, predict market trends, or detect anomalies in DeFi protocols.
Community management: Web3 projects can use AI to manage their communities more effectively. AI-powered bots can moderate discussions, answer user queries, and even identify key contributors or potential risks within the community.
AI-Driven governance: SubQuery’s framework allows projects to introduce AI into their governance systems. AI agents can analyze proposals, predict voter behavior, and provide insights to improve decision-making. This ensures more transparent, efficient, and equitable governance processes.
Retrieval-Augmented generation (RAG): AI applications built with SubQuery’s framework can “learn” from on-chain data and external knowledge sources using RAG vectors. This enables AI agents to become experts in specific domains, such as DeFi, NFTs, or DAO governance.
Custom AI solutions: The framework simplifies the development of tailored AI solutions for Web3 projects. Whether it’s a wallet with AI-driven security features, a DeFi protocol with predictive analytics, or a DAO with AI-enhanced governance, SubQuery provides the tools to make it happen.
The AI App Framework is best utilized in conjunction with the SubQuery SDK, a powerful toolkit designed to index and query blockchain data efficiently. The SubQuery SDK serves as a superior alternative to other similar solutions, enabling developers to extract, transform, and analyze on-chain data with ease. By integrating the AI App Framework with the SDK, developers can seamlessly connect AI models to real-time blockchain data, unlocking advanced capabilities such as predictive analytics, anomaly detection, and AI-driven decision-making. This combination empowers Web3 projects to build intelligent applications that leverage the full potential of decentralized AI and on-chain data, creating a more transparent and efficient ecosystem.
DePIN: enabling scalable and resilient AI
As we push the boundaries of agentic AI, the limitations of centralized infrastructure become glaringly obvious. These systems were built for earlier AI generations that didn’t require the level of autonomy, adaptability, and distributed collaboration that agentic AI demands. DePIN offers a critical alternative that directly addresses the following challenges:
- Cost inefficiencies: Centralized systems concentrate resources and models in massive data centers, driving up operational costs to run compute-intensive agentic AI models at scale - we need to shift AI to edge computing.
- Vulnerabilities: A centralized architecture introduces single points of failure, making AI systems susceptible to outages, cyberattacks, and censorship. For agentic AI, which relies on real-time decision-making, and needs to be empowered with private datasets or wallets, these risks are unacceptable.
- Data monopolies: Centralized AI systems perpetuate the monopolization of data, limiting access and innovation while exacerbating concerns over data privacy and ownership.
Why this matters for Web3 natives
For the Web3 community, the potential of decentralized AI is immense. Agentic AI powered by DePIN and SubQuery’s framework represents a chance to take the principles of decentralization—fairness, resilience, and openness—and embed them into the fabric of the next AI revolution.
Whether you’re a developer, entrepreneur, or Web3 enthusiast, the convergence of DePIN and agentic AI is your opportunity to shape the future. By embracing decentralized infrastructure and tools like SubQuery’s AI App Framework, we can build systems that are more transparent, efficient, and equitable for everyone.
Join the Revolution - The third generation of AI is here, and it’s agentic, decentralized, and unstoppable. With the support of DePIN and SubQuery, let’s build the future of decentralized AI—together.