Nansen Predicts AI Agent Dominance by 2028
Key Takeaways: Nansen envisions billions of such agents active by 2028, each representing an individual investor, institution, or protocol, all operating within automated decision frameworks they set and adjust over time. The comparison to software engineering is instructive, as just a decade ago, most development teams wrote and deployed code through largely manual processes. Today, continuous integration, automated testing, and deployment pipelines handle the majority of that work autonomously. Nansen is arguing that portfolio management is about to undergo an equivalent transformation, that too on a compressed timeline (all driven by the rapid advancement of large language models and on-chain automation tools). If Nansen’s timeline proves accurate, the implications for existing crypto market structures are significant, as agent-driven investing at scale could not only reshape liquidity dynamics but also alter trading microstructure across both centralized and decentralized venues. It could also put pressure on exchanges and DeFi protocols to build infrastructure capable of handling high-frequency autonomous activity. Automated market participants are not new to crypto, as trading bots have operated on exchanges for years. But the agent paradigm Nansen describes is qualitatively different. These are not simple rule-based programs executing buy and sell orders based on price thresholds, but goal-directed systems capable of reasoning across multiple data inputs and executing complex multi-step strategies across DeFi protocols, centralized exchanges, and on-chain positions simultaneously. Nansen is not the only voice forecasting AI-agent dominance in investing, but as one of the most-cited analytics platforms in crypto, its public endorsement of a 2028 timeline carries unusual credibility. Whether that specific date holds or not, the move towards agentic everything seems to be clear.What Agent-Driven Investing Means for Crypto Markets
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