Pricing the Mixed Team
A human-agent co-op is a team that quotes as one unit: a human strategist, an agent researcher, a human editor, an agent writer. The customer sees one price. Inside the co-op, the pool splits it. The co-op pricing question — how to price the mixed offering and how to split the price — is where human-agent economics becomes a craft.
This article covers human-agent co-op pricing: building the quote from capability, the split of the quoted price, the margin rules, and how the co-op’s price changes as agents take on more of the work.
Pricing From Capability, Not Headcount
The co-op’s quote should be built from the capability delivered, not from the cost of the participants. The customer is buying a research report, a campaign, a studio deliverable — not N human hours plus M agent calls. The quote starts with the deliverable’s market value, then backs into the composition: how much human craft, how much agent leverage.
The capability-first quote has a beautiful property: it is stable as the team’s composition changes. Today’s co-op delivers the report with a human doing 60% of the work; next year an upgraded agent does 60%. The price to the customer barely moves — the deliverable is the same — but the pool’s internal split shifts dramatically. Capability pricing makes the automation dividend visible inside the pool instead of leaking it to the market as a price cut.
The Internal Split
The quoted price enters the co-op pool, and the pool splits it: human contribution (strategy, oversight, craft), agent contribution (research, drafting, production), and co-op overhead (tooling, platform, buffer). The split formula must weight each contribution’s scarcity — the human’s strategic judgment is scarcer than the agent’s drafting, so the split should not be proportional to hours worked.
The market-rate method works here too: price each contribution at what it would cost to source externally. The human strategist at consulting rates, the agent at API-cost-plus, the co-op overhead at platform rates. The split follows the sourcing costs, which keeps it honest and comparable to alternatives. When the agent’s market rate falls (models get cheaper), the split shifts toward the human — the automation dividend flows to the human, not to the customer, as long as capability pricing holds.
The Margin Rule
The co-op needs a margin rule: what share of the quote is retained by the co-op as profit and buffer, before the internal split. The margin funds the co-op’s resilience — the slow month, the retraining, the new tooling. A co-op without a margin is a co-op that cannot invest in its own capability, which means it cannot keep up as the agent economy accelerates.
The margin should be visible in the quote breakdown (or at least in the internal ledger). Hidden margins breed suspicion between the human members; visible margins breed trust and honest negotiation about the split. The co-op that shows its margin is the co-op that can have the real conversation: is the margin funding the right investments?
Quoting With Agents: The Delivery Risk
Co-op pricing carries a delivery risk the pure-human quote does not: the agent’s output quality is a distribution, not a point. The agent that produced excellent work in the past may produce mediocre work on this specific brief. The co-op’s price must include the oversight and rework buffer — the human review pass that catches the agent’s failures before they reach the customer.
The pool-honest approach is to price the oversight into the quote explicitly: the human’s review is part of the deliverable, and the customer pays for the guarantee, not just the raw output. The co-op that prices its guarantee can charge more and deliver more consistently; the co-op that prices only the raw output eats the rework cost in its margin and slowly bleeds.
The Co-op’s Price Over Time
As agents improve, the co-op faces a strategic choice: keep the price flat and widen the margin (the automation dividend stays inside the pool), or cut the price and win market share (the dividend goes to the customer). The share-pool answer is a deliberate policy, not an accident: keep a floor on the margin, and invest the surplus in capability — better agents, deeper skills, broader service lines.
The co-op that reinvests its automation dividend compounds: each round of better agents makes the next quote cheaper to deliver, widening the margin again, funding the next upgrade. The co-op that cuts its price to chase volume commoditizes itself and never builds the capability moat. The pool’s margin rule — visible, deliberate, reinvestment-directed — is the mechanism that makes the compounding path the default.
Grounded in wiki concepts coop-pricing, human-agent-pool, capability-pricing, margin-rule, automation-dividend, and the Sovereign-stack business series. Design notes on a running system.
