Economics

The economic design of the Humanized Autonomous Organization (HAO) — the network’s coordinating framework — governs how capital, revenue, and incentives move through the network. The HAO’s economic architecture directs capital to the network’s value-generating units, the United Micro Enterprises (UMEs) — small, self-managing venture teams of up to ~15 people — rather than concentrating it in central administrative layers, as in traditional hierarchical models. This is referred to as a trickle-up mechanism. Under this approach, capital reaches production units first; the central allocation is reduced over time as UMEs mature and begin repaying it.

This economic model draws on cooperative economics (Ostrom, 2010; Scholz & Schneider, 2016). The framework is designed to:

• Capital allocation: Capital enters the network via the HAO and is directed to UMEs based on strategic alignment, demonstrated capacity, and market opportunity. This front-loaded strategy directs capital toward the units nearest to production.

• Revenue distribution: A revenue allocation framework returns a higher percentage of generated revenue to the HAO during early stages, funding network infrastructure, repaying initial investments, and supporting UME development. This percentage decreases as UMEs mature, based on predefined milestones, increasing UME autonomy and local reinvestment capacity.

• Incentive design: The model specifies separate economic arrangements for individual UMEs and for Strategic Enterprise Partnerships (SEPs) — joint ventures between teams — covering equity distribution, profit sharing, and performance-based compensation at both the individual-enterprise and collaborative-venture level.

• Reinvestment: Revenue earmarked for reinvestment is recycled across the network to fund new initiatives, support underperforming UMEs, and maintain shared infrastructure.

• External capital interface: For external market interactions, the framework provides a buffer through dedicated public market interfaces, which allow outside investors to engage with the network under terms structured around the trickle-up model rather than standard ROI expectations.

This section describes the components and mechanisms that structure the relationship between capital, labor, and value creation in the HAO model. Investment is directed to the network’s periphery — the UMEs — rather than concentrated centrally.