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.

Visa survey finds only 23% trust GenAI to make payments on their behalf

Visa · 28 May 2026

What happened

In a Harris Poll survey fielded for Visa from 26 to 28 May 2026 among 2,065 US adults, only 23% trusted generative AI to handle payment transactions on their behalf. For the payment-transaction question, trust rose to 61% when Visa was the named payment brand securing the transaction.

This is the observable fact the cited source supports, stated without interpretation.

What Autonomy Economics predicted

Tests whether autonomous systems displace human interaction at economically consequential transaction points, not only during search and recommendation.

Human-Bounded Interaction

Why this evidence matters

This is a boundary condition for Human-Bounded Interaction. Consumers may be willing to use AI for discovery and recommendation while retaining human or trusted-institution control at the point where money moves. It suggests that interface bypass can progress unevenly across the transaction journey and that delegated payment authority may remain more constrained than upstream shopping activity.

The evidence is useful because it measures consumer willingness after the framework was published and focuses on the payment decision itself. It narrows any reading of HBI that assumes rapid removal of human approval throughout the commerce journey.

This is the framework's reading of the fact above. The source does not endorse it and is not cited as doing so.

Strongest alternative interpretation

The survey measures stated trust, not observed purchasing behaviour. Trust also rises substantially when a recognised payments institution is involved, which may indicate that stronger trust infrastructure can enable agentic transactions rather than prevent them.

Recorded for every observation assessed at strength 4 or 5. A record that cannot state the strongest competing reading of its own evidence is not published.

What would change this assessment

What would strengthen this evidence

Observed transaction data showing persistent human confirmation requirements as agentic shopping volumes scale across multiple markets.

What would weaken or falsify this interpretation

A sustained increase in autonomous transactions without human approval, especially where consumers delegate standing payment authority at scale.

Source

Visa

New Visa Research Finds Consumer Trust is Accelerating the Path to Agentic Commerce

View original source ↗

PrimaryPublished 9 September 2026Last verified 30 September 2026

Visa states that the Harris Poll fielded the survey from 26 to 28 May 2026 among 2,065 US adults and reports 23% trust in GenAI handling payments, rising to 61% when Visa secures the transaction.

Where several outlets report the same development, they are recorded as additional sources on this one observation rather than as separate evidence.

Evidence chain

Agentic commerce and interface displacement

Agents moving from assistance into transaction initiation. Awaiting production-volume evidence.

2 June 2026
Worldline, ING and Mastercard complete live end-to-end European agentic payment
28 May 2026
Visa survey finds only 23% trust GenAI to make payments on their behalf

Related 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 →