The proposed network economy

Its handbook shows how autonomous people and ventures can maintain shared decision processes and distinguish core operations from collaborative funding.

Useful discipline: Borrow the discipline of documented mandates, separate budgets and clear ownership of collective decisions.

Limit: Enspiral’s foundation separates governance shareholding from dividends and is not designed to absorb venture risk. Intent has not adopted that ownership structure or its decision rules.

Documented institutional design; no claim that this proves Intent’s margins or guarantees democratic decision-making will be fast.

• Enspiral Handbook: Decisions Agreement — A published governance mechanism, not evidence that Intent has adopted it or that consensus guarantees commercial performance.
• Enspiral Handbook: Foundation purpose and structure — Its ownership and reinvestment rules are specific to Enspiral. They are not an Intent ownership or profit-sharing model.
• Enspiral Handbook: Financial Agreement — The agreement describes governance, not audited profitability or a transferable contribution rate.

Fiscal hosting supplies groups with money handling and financial administration through a named legal organization.

Useful discipline: Make the custodian, approval authority, reporting duties and exit path visible when any common budget is proposed.

Limit: A major host announced dissolution in 2024; the platform explained that hosts were separate organizations. Shared software does not remove an operator’s financial fragility.

The platform did not know the host’s exact reasons for closing. Intent is not announcing a fiscal host, nonprofit structure or custody service.

• Open Collective: Fiscal hosting — Intent is not claiming fiscal-host status, charitable treatment or authority to hold other parties’ funds. A commercial network needs its own structure.
• Open Collective: Statement on the Foundation’s dissolution — The platform said it did not know the exact reasons for the host’s decision. This is not evidence that every host or the software platform failed.

Its public network combines technology services with member forums, mentoring and shared professional relationships.

Useful discipline: Build a discoverable capability network without assuming every engagement must run through one company or erase the identity of its delivery firms.

Limit: CoTech’s current membership is for UK worker cooperatives. Intent’s proposed international mix has different ownership, eligibility and contracting questions.

A visible operating federation and published service offer; no guarantee of member utilization, sales or profit.

• CoTech: Cooperative Technologists — Its public service presence demonstrates a federation mechanism, not a guaranteed source of projects or an audited margin for each member.
• CoTech: Membership — Intent’s proposed international mix of individuals and independent firms is different. These eligibility and ownership rules are not being imported.

Test whether an independent delivery team can hand a real AI workflow to another qualified operator without rebuilding it or depending on the original builder.

Buyer

A customer that wants continuity and supplier choice.

Payer

The customer buys a bounded implementation and transfer exercise; future operation is separately agreed.

Who earns

The original builder, independent reviewer and receiving operator earn for distinct accepted work.

Who decides

The customer authorizes the transfer; each operator controls its own acceptance and risk. A reviewer records evidence rather than awarding legal authority.

Bounded test: One workflow, two willing firms, a licensed deployment package, a rollback plan and an explicitly funded handover. No promise that every customer can switch every supplier instantly.

Evidence: Measure whether the second operator can deploy, evaluate, observe, roll back and recover the workflow using the agreed package. Record transfer effort, defects and unresolved dependencies.

Stop or change: Stop expansion if undocumented dependencies, unsupported licenses or unaffordable transfer effort prevent safe operation.

The first engagement pays for usable evidence and portability. Repeatable transfer materials can become a licensed or maintained common asset with the owners’ consent.

Let a small set of independent firms jointly buy maintenance for a non-confidential evaluation and compatibility suite when models, APIs or agent harnesses change.

Buyer

Firms repeatedly supporting the same integration or workflow pattern.

Payer

Opt-in firms purchase a defined maintenance window and deliverables under an agreed budget.

Who earns

Maintainers earn for releases; independent reviewers earn for validation; a coordinator earns for actual scheduling and administration.

Who decides

Contributors decide the budget mandate through the agreed process; maintainers decide implementation inside it. Customer deployment approval stays with the customer’s operator.

Bounded test: One reusable integration, a fixed period, capped spend, permitted test data and no unlimited emergency-support promise. A sponsor gets no hidden editorial veto.

Evidence: Compare total upkeep and regression-detection effort with the firms’ previous separate work. Count genuine adopters and paid renewals separately from downloads.

Stop or change: End or reprice if the funded capacity cannot cover the declared maintenance scope, review independence fails or no firm chooses to renew.

A shared operating service earns from a concrete maintenance job. It needs no network-wide token or claim on participating firms’ unrelated revenue.

Test whether a customer or prime will pay a specialist firm to reserve a small, time-limited capacity window after a paid discovery decision.

Buyer

A prime or customer whose deployment timing is uncertain but delay would be costly.

Payer

The party requesting the reservation pays an agreed capacity option; implementation is another scope if activated.

Who earns

The firm earns for a genuine reservation commitment; the specialist earns under its own firm’s arrangement; qualification and coordination are separately priced when needed.

Who decides

The firm controls what it commits. The buyer alone activates its purchased option within its terms; a network directory cannot commit anyone’s time.

Bounded test: One named capability window, explicit availability evidence, cancellation/expiry rules and no double-booking. Any credit toward later delivery must be written down.

Evidence: Test whether buyers value reserved capacity, whether the firm actually honors it and whether reservation income covers the opportunity cost of keeping the slot available.

Stop or change: Stop if customers will not fund the reservation, capacity is represented twice or standby obligations exceed the firm’s ability to deliver.

This separates a useful capacity promise from unpaid community membership. The reservation is a limited commercial service, not a tradeable claim on a person.