AI Agents Help DeFi: The Future Tendency of Finance?

The intersection of artificial intelligence (AI) and decentralized finance (DeFi) represents a new frontier of financial innovation. AI agents are gradually playing a core role in automated DeFi operations using data aggregation and machine learning, making financial services more convenient, efficient and user-friendly.

These AI agents are intelligent systems that can analyze large amounts of data in real time, identify patterns, and make decisions. In the DeFi ecosystem, AI agents improve decision-making efficiency and accuracy through activities such as automated trading, income farming, portfolio management and sentiment analysis, and greatly optimize the operation process.

According to a report by Grand View Research, the global AI market size is expected to grow at a compound annual growth rate (CAGR) of 37.3% from 2024 to 2030, and the widespread use of financial services is an important driving force for this growth.

Key Benefits of AI Agents in DeFi

AI proxy brings disruptive advantages to DeFi, improving efficiency, decision-making capabilities, scalability and accessibility. Through repetitive tasks such as automated liquidity provision, transaction execution and portfolio rebalancing, these systems reduce human intervention and reduce the risk of human error.

In addition, AI agents can also implement predictive analysis by analyzing large-scale data sets in real time, helping DeFi platforms predict market trends, optimize strategies, and improve risk management. This automation greatly simplifies operations and enables the DeFi platform to provide faster and more reliable services. Research shows that automation in the financial services sector can improve operational efficiency by 30%, significantly reducing costs and processing time.

In addition to automation capabilities, AI agents use machine learning algorithms to analyze historical market trends, real-time price fluctuations, and market sentiment in social media and news sources.

This data-driven method makes decisions more accurate and trading strategies more optimized. According to a study by MDPI, AI-driven trading systems significantly outperform traditional models in terms of return on investment, thanks to their ability to identify complex nonlinear market models and execute decisions faster than manuals.

Scalability is an important advantage brought by AI proxy to DeFi. By automating complex tasks in real time and processing large amounts of data, AI agents enable DeFi platforms to effectively respond to growing transaction volumes.

For example, Theoriq's AI proxy and Swarm Protocol are excellent in improving DeFi scalability, achieving this through complex data processing and workflow automation.

In addition, DeFi Agents AI has developed an AI-powered trading assistant that automates trading and provides real-time market insights to help DeFi operations become more efficient and scalable.

Challenges and thinking

Although AI agents have many advantages in DeFi, their popularity also faces many challenges. The effectiveness of AI agents is highly dependent on the quality and reliability of the data analyzed, which can sometimes be at risk of inconsistency or susceptibility to manipulation.

Security risks are also a major issue, and automated systems are vulnerable to vulnerabilities such as Flash Loan Attack and Oracle Manipulation.

In addition, the lack of a clear regulatory framework in the AI ​​and DeFi sectors brings uncertainty that may hinder innovation and popularity in this sector.

The practical application of AI in DeFi

Numerai is an innovative decentralized hedge fund that uses artificial intelligence (AI) and crowdsourcing talent to disrupt asset trading models. The platform allows data scientists around the world to contribute predictive transaction models regardless of their background and geographical location.

These personal models are merged and optimized through complex aggregation processes, forming a highly powerful and effective trading strategy.

Numerai aims to surpass traditional hedge funds through the collective wisdom of global networks in generating Superior Risk-Adjusted Returns. According to data from Numerai's official website, this unique collaborative approach significantly outperforms traditional hedge fund strategies in performance, setting a new benchmark for the financial industry.

Fetch.ai is another AI-driven DeFi innovation platform. It provides tools to deploy Autonomous Economic Agents (AEAs) for automated tasks such as decentralized transactions, supply chain management, and energy grid optimization.

Fetch.ai’s core innovation is its autonomous economic agents, which are AI-powered intelligent agents that perform tasks on behalf of individuals, businesses, or devices. In DeFi, these agents can monitor liquidity pools, lending platforms, and staking opportunities, allowing users to maximize their returns without continuous manual intervention.

AIMAGINE is another fast-rise AI proxy center that leads change in on-chain automation through its proprietary data layer.

AIMAGINE provides AI agents with the necessary data sets for machine learning and decision making by integrating news, social media and custom data sources.

Its AI Agent Launchpad supports AI Agent and token release based on the bond curve model, while IP Marketplace allows developers to earn usage income through AI Agent authorization.

AIMAGINE has achieved early results, including raising $600,000 in seed funding, receiving funding from the Arbitrum Foundation in January 2024, and attracting more than 10,000 on-chain users.

Future Outlook

AI Agents’ market in the Decentralized Finance (DeFi) sector is on the verge of explosive growth, which also reflects a broader trend in AI and blockchain technology. According to a MarketsandMarkets report, the global AI agent market is expected to grow from $5.1 billion in 2024 to $47.1 billion in 2030.

This rapid growth will be driven by a number of key factors, including rising demand for advanced automation solutions to simplify financial processes, provide a highly personalized and seamless user experience, and breakthrough innovations such as the circular token economy.

As the DeFi ecosystem continues to evolve, AI agents will play a key role in innovating financial services and driving efficiency and accessibility.