§4.0
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 outward allocation is referred to as a trickle-out mechanism. Separately, diminishing contributions return a declining share of revenue to shared infrastructure as UMEs mature and repay their initial allocation.
The model’s governance premise adapts polycentric institutional analysis (Ostrom, 2010) and platform-cooperative ownership debates (Scholz & Schneider, 2016). The capital-allocation mechanics below are HAO design proposals. 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-out 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.
4.0.1 Devolved Financial Authority and Beyond Budgeting
Beyond Budgeting offers a comparison for the HAO’s proposed allocation rules, not evidence that it shaped the HAO’s original design. In a convenience survey of 201 organizations drawn from Beyond Budgeting Round Table contacts, Matějka, Merchant and O’Grady found that self-reported adopters were more likely than non-adopters to report decentralized decisions, flexible resource allocation and relative targets. The study reports associations in that sample; it does not establish that replacing a master budget would produce the same results in an HAO (icn-0085 in the research bibliography).
In a qualitative genealogy, Becker, Messner and Schäffer describe a tension between presenting Beyond Budgeting as a complete management model and allowing organizations to adapt its component practices (icn-0072). Hudson’s study reports adoption of individual practices even where the full model was not adopted (icn-0102). Neither source establishes that incremental adoption is impossible. The HAO’s dynamic allocation arrangements remain design proposals to be specified and tested in their own setting.
Burell and Mattsson’s four-case interview study found varied implementations, with none of the organizations intentionally adopting every Beyond Budgeting principle (icn-0086). Its respondents also described retained fixed targets and annual expenditure controls in some cases. The authors caution that concurrent organizational changes and the interview design prevent attributing reported outcomes solely to Beyond Budgeting. The cases illustrate implementation variation; they do not validate the HAO’s allocation rules.