The semantic model

Five distinct truths.
One connected business.

The model classifies objects by what they mean—not by application, file type, department, or familiar product object.

Where and why?

Direction

Purpose · Strategy · Decision

What governs action?

Governance

Directive · Method · Authority · Control

What gets done?

Work

Outcome · Work Item · Commitment · Work Event

What is known?

Knowledge

Artifact · Assertion · Observation

What was exchanged?

Communication

Communication Act · Interaction · Event

Shared substrateBusiness ContextPeople · Organizations · Products · Systems · Assets · Places

17 stable families

Small enough to implement. Broad enough for real operations.

One source can create several independently supported truths, each linked to the same evidence.

01Where are we going, why, and what have we chosen?

Direction

Keeps purpose, strategic approach, and historical choices separate from tasks and persistent rules.

PurposeStrategyDecision
Typical lifecycle Proposed → adopted → revised → superseded
02What is required, allowed, prescribed, authorized, or controlled?

Governance

Makes rules and authority explicit enough for human review and agent enforcement.

DirectiveMethodAuthorityControl
Typical lifecycle Draft → effective → enforced → retired
03What are we trying to achieve, what work exists, and what happened?

Work

Unifies outcomes, tasks, obligations, execution, and history without flattening them.

OutcomeWork ItemCommitmentWork Event
Typical lifecycle Planned → committed → active → completed
04What is recorded, asserted, or observed?

Knowledge

Separates the representation from what it claims and what was actually observed.

ArtifactAssertionObservation
Typical lifecycle Created → revised → validated → deprecated
05What was exchanged, between whom, and when?

Communication

Preserves participant, channel, delivery, threading, and interaction semantics beyond message text.

Communication ActInteractionCommunication Event
Typical lifecycle Composed → sent → received → acknowledged

Relationships are first-class

The value lives between the planes.

A decision guides work. A directive constrains it. Knowledge informs direction. Communication carries every truth.

Direction guides WorkGovernance constrains WorkKnowledge informs DirectionCommunication carries any truthWork Event produces ObservationDecision establishes Directive

Start with Thalux

Give every source the same business language.

Map meaning once, transform it reliably, and let every human and agent work from the same governed context.