AntiFund Partner Geoff Woo: AI Agents Will Restructure Company Organizations
Geoff Woo, partner at AntiFund, pointed out that many startups view "future access to AI agents" as part of their product roadmap, but fundamentally remain stuck in the old framework of treating AI as a functional plugin. He believes this perception is misguided.
Woo emphasized that AI agents change the nature of work itself, team structures, and profit margins. If a company's organizational structure does not change accordingly, it merely introduces software tools rather than achieving a true AI transformation. This view resonates with the current discussions in the English venture capital and AI community regarding "agent-native companies."
Source: Public Information
ABAB AI Insight
The core of this statement is elevating AI from a "tool variable" to an "organizational variable." In the past, software improved the efficiency of individual employees, while AI agents begin to replace entire functional units, leading companies to be designed not around human positions but around tasks and processes. This change directly impacts the most fundamental structure of enterprises—organizational form.
When AI can undertake continuous decision-making and task execution, traditional hierarchies (management layer—execution layer) will be compressed, and organizations will tend toward flatter or even modular structures. Team sizes will shrink, but unit output will increase, implying a redistribution of profit margins: capital and technology owners will gain higher marginal returns, while middle management and standardized positions will be squeezed.
This also represents a "cost structure revolution." Enterprises will no longer primarily bear fixed labor costs but will shift to on-demand utilization of computing power and model capabilities, resulting in more flexible costs. This structure is closer to the transformation of the IT industry by cloud computing—from heavy assets and self-built systems to light assets and pay-as-you-go, except this time it is human labor itself that is being replaced.
In the longer term, Woo's assertion that "an unchanged organization is equivalent to no change" points to a critical watershed: the differences between companies in the future will no longer just be about products or markets, but rather "whether they are natively AI organizations." This will determine efficiency boundaries, expansion speed, and ultimately market concentration.