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.

Audits

Autonomy Economics Evidence Audit

On the first of each month the register is assessed in full: what strengthened, what weakened, what new evidence runs against the framework, and which propositions changed status.

Each audit is derived from the register and publishes without editorial approval. The sections most worth having (what weakened, and what now contradicts a prediction) are exactly the ones an author has an incentive to soften, so they are computed rather than written. Commentary can be added afterwards; it cannot replace the figures, and where none was written the audit says so.

September 2026

22 observations added · 16 strengthened · 4 weakened or qualified

Current assessment

Proposition	Status	Direction	Observations
MechanismHuman-Bounded Progression	Strong	→	5 supportive · 0 contradictory · 2 unresolved
MechanismHuman-Bounded Interaction	Strong	→	4 supportive · 0 contradictory · 4 unresolved
MechanismCapability Scarcity Dependence	Strong	→	5 supportive · 0 contradictory · 2 unresolved
LawValue moves from production to orchestration	Very strong	→	10 supportive · 0 contradictory · 2 unresolved
LawValue moves from access to outcomes	Very strong	→	6 supportive · 0 contradictory · 3 unresolved
LawValue concentrates where scarce judgement governs autonomous throughput	Very strong	→	11 supportive · 0 contradictory · 1 unresolved
PropositionAgentic Profit Paradox	Moderate	→	2 supportive · 0 contradictory · 0 unresolved
PropositionCapital-Structured Autonomy Ecosystems	Directly observableEditorial	→	2 supportive · 0 contradictory · 0 unresolved
PropositionRevenue Durability effects	Strong	→	3 supportive · 0 contradictory · 5 unresolved

Assessment history

Every recorded change to a proposition's status, newest first. Assessments are appended, never overwritten.

Date	Proposition	Status	Basis
4 September 2026	hbp	Strong	6 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	hbi	Strong	8 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	csd	Strong	7 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	law 1	Very strong	12 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	law 2	Very strong	8 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	law 3	Very strong	12 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	agentic profit paradox	Moderate	2 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	capital structured autonomy	Directly observable	2 observations Initial seed register baseline, 1 May to 4 September 2026
4 September 2026	revenue durability	Strong	7 observations Initial seed register baseline, 1 May to 4 September 2026

Quarterly falsification review

Once a quarter the register is reviewed against a different question: not what supports Autonomy Economics, but what the strongest available evidence against each proposition is. That review runs as a separate process, deliberately, to keep the monitor from becoming a confirmation-bias machine.

See the falsification tests →