Subject
Who or what can participate: people, organizations, communities, places, instruments, and other contextual actors.
Regenerative Systems Model
Living systems need a language for relationships, not just records.
RSM is the common grammar Wellzai uses to represent participants, intent, capability, relationships, evidence, and outcomes so humans and intelligent systems can reason about regeneration together. The full RSM specification, concepts, and evolving system live at RSMOne.
The model
Seven layers. One contextual system.
RSM does not flatten every domain into a single vocabulary. It provides foundational semantic roles that domains can extend while preserving interoperability.
Intent
What a participant seeks to accomplish before the system presents listings, products, or workflows.
Capability
What a participant can provide, prove, perform, steward, finance, verify, transport, or enable.
Relationship
The explicit connective tissue among subjects: affiliation, authority, trust, exchange, stewardship, and dependency.
Formation
A contextual network assembled around an outcome rather than a static marketplace category.
Evidence
The provenance, proof, observations, measurements, and records required to support consequential claims.
Outcome
The desired and observed change, interpreted in context rather than treated as a universal regenerative label.
Why it matters
The system can finally reason across the seams.
Each application sees a slice.
Farm data, soil evidence, certification, capital, market access, logistics, health, and community knowledge live in separate systems with separate assumptions.
Context travels with the relationship.
Participants, authority, intent, capabilities, evidence, constraints, and outcomes can be represented without erasing the meaning of their domain.
Reasoning can move from retrieval to formation.
Intelligent systems can identify what is missing, who can provide it, what evidence is needed, and which relationships make a path credible.
Semantic roles
Stable foundations. Extensible domains.
RSM's foundational kinds are designed to remain stable while domain schemas add the vocabulary needed for food, water, health, finance, logistics, policy, and other regenerative contexts.
{
"@context": "rsm",
"subject": "producer:riverbend",
"intent": {
"type": "rsm:transition",
"outcome": "regenerative-market-access"
},
"requires": [
"rsm:advice",
"rsm:evidence",
"rsm:capital",
"rsm:demand"
],
"governance": {
"proofRequired": true,
"authorityRequired": true
}
}From representation to action