humansubsidy.com · Georg Zangl

The canonical reference

The Human Subsidy

Every enterprise has been carried, invisibly, by people. Agentic AI withdraws them.

Judge any architecture by a single demand:
show the crossing, and show what survives it.

The idea

An enterprise is not its systems — those get replaced — but a small set of properties that must survive every boundary a piece of work crosses.

For decades a hidden layer of people carried those properties by hand across the gaps in every architecture diagram: they held the context a form left out, exercised the authority a workflow assumed, and remembered why a thing was done a certain way. Agentic AI does not create a new requirement. It withdraws that subsidy — and withdraws what the subsidy quietly carried — without replacing it.

The work is to see the crossings, name the property at risk at each one, and build the engineered layer that keeps custody of them once the people are no longer standing in the gap.

What must survive every crossing

The vocabulary

Human subsidy
The unpaid, invisible work by which people have carried the conserved properties across every boundary, by hand.
Boundary
The edge where work passes from one system, team, or authority to another.
Crossing
A single instance of work passing over a boundary — the moment where properties are at risk.
Seam
A place in an architecture where two systems meet and neither one owns what passes between them.
Custody under movement
Keeping a property intact not at rest but precisely while it crosses a boundary.
Consequence record
The durable trace of what was decided, under whose authority, and with what result.
Crossing record
The record that shows a given crossing occurred and what survived it.
Enterprise operating infrastructure
The engineered layer that carries the properties once the human subsidy is withdrawn.

The book

What the Structure Does Not Carry

Georg Zangl (2026) · foreword by Egbert U. Imomoh

The full argument — the custody law, the six properties, the four axioms, the nine-test evaluation protocol, and the six custody rules — with the incident record behind it.

Read on Kindle →

The open curriculum

Free, adaptable teaching and reference materials built on the book — editable Word and PowerPoint, under CC BY-SA 4.0. Every offering shares one spine; only depth, pace, and audience change. Students never need to buy the book: every course can be completed from the materials themselves.

Academic courses

Foundations of the Agentic Enterprise
BSc · 14 weeks · lecture + tutorial
Custody Architecture for Agentic Enterprises
MSc · 13 weeks · seminar + derivation lab
Governing the Agentic Enterprise
MBA / Executive · 12 sessions · governance, sovereignty, cost
The Custody Architect
Professional Certificate · 8 weeks · applied

Professional & regulatory training

Regulating the Agentic Enterprise
Regulators & policy staff · 6-module seminar
Law of the Agentic Enterprise
JD / LLM · 13 weeks
Custody in the Regulated Institution (PCERT-FS)
Financial-services cohort · 6 modules

Practitioner references

Legal Practice Guidance
Practising lawyers, by role
Financial Services Governance
Second-line risk, model risk, audit, resilience, finance
Procurement
Buying-side teams evaluating agentic systems

Licence

Curriculum materials by Georg Zangl, based on What the Structure Does Not Carry (Georg Zangl, 2026), released under Creative Commons Attribution-ShareAlike 4.0 International. Share and adapt for any purpose, including commercially, with attribution, a link to the licence, an indication of changes, and the same licence on adaptations. The coined vocabulary is released permissively and is not trademarked. The book is a separate copyrighted work.