The Enclosure of Coordination

TAM-CV.07 · The Capital View · The Approximate Mind

The six essays before this one examined a single industry. Aging-at-home services: fragmented, undersupplied, coordination-intensive, touched by AI in ways that reorganize who does what and who benefits and who waits. The PE firm, the three tiers, the daughter, the empty visit, the blue mug, the platform. One arc of the transition, seen from the capital side.

But the pattern is not specific to elder care. It is visible wherever four conditions appear together, and they appear together in more places than the investment community has yet named as a single phenomenon.

The four conditions:

Fragmented supply, with no dominant player and high per-unit overhead from duplicated back-office functions. Structural demand excess, not cyclical but demographic or social, a gap that does not close on its own. Labor or attention as the primary cost driver, meaning the margin is thin and any technology that changes the labor-to-output ratio changes the economics fundamentally. And high coordination overhead borne by an invisible party, someone doing the work of assembling the fragmented supply into something usable, someone whose labor is unpriced because it falls outside the market’s field of vision.

When all four are present, the capital play is structurally available. And what AI does, specifically and consequentially, is make the fourth condition visible.

AI makes coordination legible. Capital encloses what becomes legible.

The Industries

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Mental health and behavioral health. The supply gap is severe and compounding: therapists are overwhelmingly solo or small-group practitioners, reimbursement structures have kept wages low enough to constrain supply, and demand is elevated by conditions the pandemic accelerated and the culture has not caught up to. The coordination overhead falls on the patient, who navigates intake, insurance authorization, care transitions between crisis stabilization and outpatient treatment and peer support, with no orchestration layer and no one whose job it is to hold the thread. The invisible coordinator here is the patient themselves, doing their own care management across a system that does not communicate. The horizontal composition play bundles the care continuum under one orchestration layer. The enclosure question is sharper here than in elder care, because what gets formalized is not just logistics but the therapeutic relationship itself, and the therapeutic relationship is not a logistics problem.

Childcare and early education. Extremely fragmented, chronically undersupplied in most markets, labor-intensive and high-turnover. The coordination overhead falls on parents in the same way it falls on Rachel: managing waitlists across providers, handling pickup logistics, navigating the transitions as children age out of one setting and into the next. The invisible coordinator is the parent, usually the mother, holding the patchwork together with scheduling gymnastics and backup plans for the backup plans. The horizontal rollup acquires across childcare, afterschool, tutoring, and enrichment and bundles them under one orchestration layer. The blue mug equivalent here is the relationship between a specific child and a specific caregiver who has been there long enough to know how this child comes out of nap time, how she signals that something is wrong before she has words for it. The irreducibility argument applies with the same force.

Residential construction and home services. The coordination overhead on the consumer side is enormous and almost entirely invisible in the market’s accounting: sourcing contractors, managing schedules, handling the cascade when one trade runs late and delays the next, holding in memory which subcontractor said what about which permit. The invisible coordinator is the homeowner, or the general contractor they hire at a price that reflects how much that coordination costs when it is priced. The horizontal rollup acquires across trades and the AI orchestration layer becomes the general contractor that most consumers cannot afford to hire. This one is further along than the others. Several companies are already building toward it, which means the enclosure is already underway, and the homeowners who were doing their own coordination are already becoming the addressable market for the service that formalizes what they were doing.

Legal services for individuals and small businesses. Fragmented by design, with high information asymmetry and demand that is suppressed rather than absent. Most people who need legal help do not get it because the entry cost is prohibitive and the search cost, finding the right specialist for the specific problem, is itself a specialized task that most people cannot perform. The invisible coordinator is the person who gives up, or the business owner who handles it themselves at the cost of time they do not have. The horizontal play assembles legal, tax, and financial planning under one orchestration layer. The agent-to-agent scenario applies here with particular force: when the consumer’s AI can assess legal complexity and route to the appropriate specialist without the consumer navigating the intake, the information asymmetry that built most law firm margins collapses rapidly.

Specialty food and agricultural supply chains. Fragmented growers, fragmented distributors, coordination overhead borne by the restaurant or retailer doing the sourcing. The invisible coordinator is the chef or the buyer, holding relationships with thirty suppliers, managing quality variation and availability and timing, absorbing the friction that the fragmented supply imposes on anyone trying to assemble it into a meal or a product. The AI orchestration layer here looks less like care coordination and more like dynamic supply matching, but the structural logic is identical: many small operators, high coordination cost, an invisible party absorbing the assembly work, a capital structure that formalizes and prices it.

These are not related by industry. They are related by structure.

What the Enclosure Does

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In each case the same transformation is available, and in each case it produces the same three effects.

The invisible labor gets priced. The coordination that was performed informally, by family members and patients and homeowners and business owners, becomes a product with a market rate. This is not purely bad. The people who were performing the coordination were often performing it at significant personal cost, and the formalization relieves them of a burden they did not choose. Rachel did not want to be the eighth service. The parent managing four childcare providers did not want to be the unpaid program director. The homeowner tracking twelve subcontractors did not want to be the project manager. The enclosure offers them relief.

The informal knowledge becomes training data. What the daughter knew about her mother’s medication schedule, what the parent knew about which provider her child trusted, what the homeowner knew about the sequence that actually works: this knowledge, accumulated through attention and relationship and time, becomes the raw material from which the AI system learns, and the AI system is then deployed as the product that replaces the need for the knowledge. The person who generated the knowledge becomes, in the vocabulary of the preceding essay, the source of the training data rather than the keeper of it.

The relational becomes a subscription. The connection between the invisible coordinator and the system they were coordinating, which was personal and contextual and not transferable, becomes a service level and a monthly fee. This is legible to capital. It was not legible before. The legibility is what the investment thesis requires.

The enclosure does not create the coordination. It finds the coordination that was already there, prices it, and sells it back.

What Is Always Missed

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Every industry in this pattern has a blue mug. A specific thing that the orchestration layer exists to protect and that the metrics cannot capture. The thing that someone in the room knows because they have been in the room, that does not transfer to a protocol, that is lost in the transition from informal to formal and then, if the infrastructure is built thoughtfully, partially recovered as the AI system accumulates enough presence in enough rooms to notice what the metrics miss.

The blue mug in behavioral health is the thing the therapist knows about this patient that the intake form does not ask and the crisis protocol does not surface. The blue mug in childcare is the caregiver who knows how this child transitions out of nap time. The blue mug in home services is the contractor who knows that the floor in the back bedroom runs slightly uphill toward the east wall and everything downstream of that fact matters. The blue mug in legal services is the advisor who knows that this client will not follow through on a legal strategy that requires them to be confrontational, regardless of how clearly correct the strategy is.

These are not edge cases. They are the core of what each service actually provides when it is working. The orchestration layer handles everything around them. Whether the orchestration layer is built with enough understanding of what it is surrounding to protect rather than eliminate the blue mug, case by case and industry by industry, is the question that determines what kind of transition this is.

The enclosure of coordination is neither liberation nor dispossession. It is both, in proportions that vary by industry, by tier, by how much purchasing power the person being served has, and by whether the people building the infrastructure know what it is for.

I find myself returning to one question across all of these industries: who is the invisible coordinator, and what happens to them when the enclosure arrives? Sometimes they are relieved of a burden they did not choose, and the relief is real. Sometimes they are dispossessed of a role that gave their relationship its texture, and the dispossession is real. Often both at once, in the same transaction, indistinguishable from the outside.

The pattern does not resolve this. It only makes it visible across enough industries that it can no longer be treated as specific to any one of them.

This is the seventh essay in The Capital View, a nine-essay arc examining the AI transition from the position of capital. It names the general pattern that the six preceding essays have been circling through a single industry. The essay that follows (TAM-CV.08) traces what the pattern implies when capital deployment is asymmetric across populations, and what that asymmetry does to the AI that gets built. TAM-CV.09 makes the practitioner case directly to the PE audience. This essay connects to the toll booth economy argument in TAM-033 and TAM-051; to the curation economy in TAM-033; to the choreographed market in TAM-051; and to the broader stratification argument running through TAM-057 through TAM-064.

References

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Enclosure and the Commons

Boyle, James. The Public Domain: Enclosing the Commons of the Mind. Yale University Press, 2008.

Ostrom, Elinor. Governing the Commons: The Evolution of Institutions for Collective Action. Cambridge University Press, 1990.

Polanyi, Karl. The Great Transformation: The Political and Economic Origins of Our Time. Farrar and Rinehart, 1944.

Coordination, Transaction Costs, and the Firm

Coase, Ronald H. “The Nature of the Firm.” Economica, vol. 4, no. 16, 1937, pp. 386-405.

Williamson, Oliver E. The Economic Institutions of Capitalism: Firms, Markets, Relational Contracting. Free Press, 1985.

Platform Economics and Market Structure

Evans, David S., and Richard Schmalensee. Matchmakers: The New Economics of Multisided Platforms. Harvard Business Review Press, 2016.

Zuboff, Shoshana. The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power. PublicAffairs, 2019.

Invisible Labor and Care

Daniels, Arlene Kaplan. “Invisible Work.” Social Problems, vol. 34, no. 5, 1987, pp. 403-415.

Folbre, Nancy. The Invisible Heart: Economics and Family Values. New Press, 2001.

AI and Labor Market Restructuring

Autor, David, et al. “The Fall of the Labor Share and the Rise of Superstar Firms.” Quarterly Journal of Economics, vol. 135, no. 2, 2020, pp. 645-709.

Acemoglu, Daron, and Pascual Restrepo. “Robots and Jobs: Evidence from US Labor Markets.” Journal of Political Economy, vol. 128, no. 6, 2020, pp. 2188-2244.