THE ARCHITECTURE

Trusted context.
Explicit authority.

A shared foundation for accepted facts, evolving meaning, and accountable action—grounded in evidence and immutable history.

Three pillars of trusted context

KNOWLEDGE

What is accepted as fact

Objects, attributes, and relationships establish the enterprise’s accepted account of its work. Each conclusion remains connected to its evidence and acceptance history.

MEANING

How facts are understood

Schema defines the concepts and relationships used to interpret activity. Definitions can evolve through governance while earlier accepted meaning remains traceable.

AUTHORITY

Who may decide and act

Explicit authority governs acceptance, schema and policy changes, and permission to act. A plausible interpretation does not grant itself that authority.

From the White Paper: Section 3: the three pillars.

From activity to trusted action—and back

Fleks records activity as evidence. Interpretation applies the adopted schema and relevant policies to propose facts and relationships. Review and acceptance establish trusted context. Actions taken within explicit permission generate new activity, beginning the cycle again.

Interpretation can also reveal a missing concept or an opportunity to improve a policy. Those proposals pass through their own governance and acceptance boundaries before becoming adopted schema or policy.

Activity is recorded in a durable log; interpretation proposes facts, schema changes, and policy changes; separate governance boundaries establish accepted context, adopted schema, and adopted policies; authorized action returns new activity to history.
The White Paper’s complete activity-to-action cycle, including durable ledgers, schema and policy governance, and feedback. Select the diagram to view it at full size.
Read the diagram as a sequence
  1. Activity log
  2. Interpretation
  3. Proposed facts and relationships
  4. Fact governance
  5. Accepted context ledger
  6. Authorized action

Action generates new activity, and the cycle begins again.

Alongside the cycle: Schema and policy proposals pass through their own governance boundaries. Adopted definitions and policies inform interpretation and decisions. Provenance connects conclusions and decisions to their history.

From the White Paper: Section 4: transforming activity into trusted context.

History is part of the foundation

Evidence and provenance

Source activity, proposals, accepted conclusions, and governing decisions form a connected record. Provenance makes it possible to inspect how a conclusion arose and which definitions and decisions shaped it.

Immutable history, evolving understanding

Corrections and new interpretations add to the record. They should preserve the earlier evidence, meaning, and decisions that explain how the enterprise reached its current state.

Acceptance and action have distinct boundaries

Human review is the POC’s current normal route for accepting business facts. The architecture also anticipates policy-based acceptance where an enterprise has explicitly authorized it and the evidence, risk, and tolerance support that decision.

Historical outcomes could help evaluate policy application and calibrate confidence. Confidence informs a decision within granted authority; it does not create permission. Broader policy automation and coordinated external action require further development and validation.

A core that understands structure, without hard-coded business meaning

Fleks is designed to remain schema-literate and domain-blind. Business concepts are supplied through typed schema, plain-language definitions, and role guidance. The same semantic architecture can interpret different kinds of work within its supported schema constructs.

New use cases still need appropriate definitions and evaluation. The goal is to extend the foundation through governed concepts, without adding a separate interpretation path for each business domain.

From the White Paper: Sections 6–7 and Appendix B: open architecture and design tenets.

SEE THE PRINCIPLES AT WORK

Follow a conversation
into connected context.

Watch Fleks in action