What is Autonomy Economics?

Autonomy Economics is a reference discipline that studies how value capture, commercial logic, and defensibility change when autonomous capability reduces the dependence of an activity on continuous human direction. It analyses three axes of exposure, human-bounded progression, human-bounded interaction, and capability scarcity dependence, and sets out how firms should redesign pricing and business models when the conditions that made a commercial unit scarce begin to weaken.

How does Autonomy Economics differ from autonomous consumption or autonomous expenditure?

They are unrelated concepts that share a word. Autonomous consumption and autonomous expenditure are long-established terms in macroeconomics describing spending that does not vary with income. Autonomy Economics is a discipline concerned with autonomous capability, machine systems that carry work forward without continuous human direction, and with what that does to pricing, margin, and commercial defensibility. The two fields share no analytical framework.

Who founded Autonomy Economics?

Autonomy Economics was founded by Elemi Atigolo, Managing Partner at Consult Venture Partners. The central concept, the Agentic Profit Paradox, was introduced in FT The Banker in February 2026, and the discipline was formalised in the foundation paper The Agentic Profit Paradox and the Reorganisation of Value Capture, published in April 2026.

What is the Agentic Profit Paradox?

The Agentic Profit Paradox describes a structural tension in which a firm becomes more capable while the commercial basis of its business becomes less secure. It arises when autonomous capability weakens the conditions that made a commercial unit scarce and defensible, while value capture remains anchored to those earlier conditions.

What are the Three Laws of Autonomy Economics?

The Three Laws describe how value migrates as autonomous capability expands. First, value moves from production to orchestration. Second, value moves from access to outcomes. Third, value concentrates where scarce judgement governs autonomous throughput.

Which sectors are most exposed to the Agentic Profit Paradox?

Exposure is highest where revenue is tied to human-bounded progression or to controlled access rather than to outcomes. The discipline maps sectoral exposure across consulting, SaaS, legal services, wealth management, audit, compliance, consumer applications, and marketplaces.

Sector

Commerce and payments

Discovery, selection and payment have been human-bounded interactions. As agents initiate transactions, the economics of interface position, discovery and checkout are exposed.

observations

supportive

challenging or unresolved

Primary exposure

Human-Bounded Interaction

Economic activity that historically depended on humans navigating interfaces, discovering products or initiating transactions becomes mediated by autonomous systems.

Register-wide status: Strong

Evidence timeline

30 April 2026
Autonomy Economics published
Everything after this point is an observation made once the predictions were on the record.
2 JUN
Worldline, ING and Mastercard complete live end-to-end European agentic payment
SupportivePost-publication

What would falsify the prediction for this sector

Agentic commerce remains a set of pilots requiring substantially the same human interaction as conventional transactions.

All commerce and payments evidence

Mastercard·2 June 2026

Worldline, ING and Mastercard complete live end-to-end European agentic payment

The firms announced Europe’s first live end-to-end agentic payment transaction in production, with an AI agent initiating an authenticated payment using existing payment infrastructure.

HBILaw 1Law 3

Prediction testedAgents can mediate economic interaction and execute transactions without requiring the user to navigate each conventional interface step.

AssessmentSupportive Directly observable

Why it mattersThe HBI mechanism is observable in production rather than only as a product concept.

Post-publicationView evidence →