A company, a body, a government, a family, an ecosystem. Strip away the vocabulary and they all run on the same ten functions arranged around a purpose. Once you see the pattern, you can diagnose failures before they cascade and translate solutions across any domain.
Healthcare says its coordination problems are different from construction's. Education says its governance challenges bear no resemblance to government's. Energy says its risk landscape is unlike finance's.
In the specifics, they're right. In the structure, they're wrong.
When coordination breaks down in a hospital, the effects mirror what happens when hormonal regulation fails in a body, or when the civil service can't align government departments, or when a family's routines collapse. The domain language is different. The structural failure is identical.
This means solutions that work in one domain can be translated to another, once you see the function beneath the terminology. It means failures can be anticipated, because the propagation pathways are the same.
Every system we've tested this against instantiates the same ten functions. Each has a different name depending on the domain, but it does the same structural work. Here's what "Resourcing" looks like across six systems:
The interactive diagram lets you select any domain, compare the ten functions across two systems, and test what happens when one fails. Break "Deciding" in a project and you'll see the same cascade as removing the brain from an organism or paralysing a government's executive.
Two of the ten functions are systemic: Boundary and Deciding. When either fails, every other function loses its preconditions. The other eight fail locally, starving specific dependencies. This distinction is structural, not a matter of severity.
If you manage projects, govern organisations, design products, teach, lead teams, make policy, or simply want to understand why the same problems keep recurring in different disguises, the ten functions give you a structural vocabulary that works across all of them.
The theory, tenets, and governance frameworks are published openly. The applied methodology is where the professional work lives.
The foundational stack. From self-reference as substrate to the ethical obligations that follow.
The full framework with mathematical formalisation and empirical predictions.
Multi-Ontology Lifecycle Framework. RDT made operational for complex programme environments.
MOLF applied to AI agent governance. How the cross-walk engine connects independent protocols into auditable, multi-frame decision traces.