Nansen predicts billions of AI agents will replace manual token picking by 2028. This shift will force protocols to prioritize machine-readable infrastructure.
Blockchain analytics firm Nansen has released a long-term projection suggesting that the primary mechanism for retail and institutional capital allocation will shift away from manual token selection. By 2028, the firm anticipates that autonomous artificial intelligence agents will serve as the default investment vehicle for the majority of market participants. This transition marks a departure from current practices where investors rely on technical analysis, chart patterns, and manual order execution.
The core thesis rests on the integration of AI agents directly into blockchain infrastructure. Rather than users interacting with decentralized exchanges or lending protocols through traditional interfaces, Nansen expects these agents to execute complex strategies autonomously. This evolution implies a move toward automated portfolio rebalancing and algorithmic risk management that operates without constant human oversight. The firm estimates that billions of these agents will eventually populate the ecosystem, effectively replacing the current manual interaction model.
This shift toward agent-driven activity will likely force a redesign of how liquidity is sourced and how protocols interact with end users. If the majority of volume is driven by autonomous software, the competitive advantage for platforms will shift from user interface design to the efficiency and reliability of the underlying smart contracts. Protocols that provide the most seamless integration for AI agents are expected to capture the largest share of transaction flow. This structural change is likely to reduce the reliance on human-centric market sentiment and increase the importance of execution speed and data accuracy.
As the industry moves toward this automated future, the primary catalyst to monitor is the development of standardized communication protocols between AI agents and decentralized finance applications. The ability for these agents to interpret on-chain data and execute trades across fragmented liquidity pools will determine the pace of adoption. Investors should track the emergence of agent-compatible infrastructure as a leading indicator for this transition. For broader context on how current market volumes are evolving, see JPMorgan Sees Stablecoin Volume Surge Without Supply Growth.
AI-drafted from named sources and checked against AlphaScala publishing rules before release. Direct quotes must match source text, low-information tables are removed, and thinner or higher-risk stories can be held for manual review.