Weknowlogy™

How It's Applied

Weknowlogy™ is a framework that constrains how systems transform knowledge into intelligence in motion.

Products apply Weknowlogy™ by embedding its principles at their core.

When a product applies the framework:

  • judgment is externalized,
  • execution is gated,
  • automation is governed,
  • and outcomes are explainable.

This allows intelligence to scale without sacrificing trust.

Framework Application DiagramShows how products interact with the Intelligence Core: products propose actions and supply context, the Intelligence Core evaluates requests and returns outcomes (ALLOW, BLOCK, or ESCALATE), and products must obey the outcomes.Product• Proposes Actions• Supplies Context• Executes MotionRequests JudgmentIntelligence CoreEvaluates RequestsQualifies ConfidenceEnforces ConstraintsWrites Audit TrailOutcomes• ALLOW• BLOCK• ESCALATEReturns OutcomeProduct MustObey OutcomeRoute if ESCALATEBlock if BLOCKWeknowlogy™ Framework
Plain-Text Equivalent:

Flow: Product requests judgment → Intelligence Core evaluates → Returns outcome (ALLOW, BLOCK, or ESCALATE) → Product must obey outcome

Product: Proposes Actions, Supplies Context, Executes Motion

Intelligence Core: Evaluates Requests, Qualifies Confidence, Enforces Constraints, Writes Audit Trail

Outcomes: ALLOW, BLOCK, ESCALATE

Product Must: Obey Outcome, Route if ESCALATE, Block if BLOCK

Decision Outcomes

The Intelligence Core is the enforcement mechanism that applies Weknowlogy's constraints at runtime.

The Intelligence Core evaluates each decision request and returns one of three outcomes: ALLOW, BLOCK, or ESCALATE. Non-action is a valid outcome.

Decision Flow DiagramShows how decision requests are evaluated and result in one of three outcomes: ALLOW (permission granted), BLOCK (motion prevented), or ESCALATE (human review required).Decision RequestContext + EvidenceProposed MotionEvaluationConfidence + ConstraintsALLOWPermission GrantedMotion AuthorizedBLOCKMotion PreventedMissing PreconditionsESCALATERoute to ApproverHuman Review RequiredRestraint is default under uncertaintyLow confidence → BLOCK | ESCALATE
Plain-Text Equivalent:

Decision Request: Context + Evidence, Proposed Motion

Evaluation: Confidence + Constraints

Outcomes:

  • ALLOW: Permission Granted, Motion Authorized
  • BLOCK: Motion Prevented, Missing Preconditions
  • ESCALATE: Route to Approver, Human Review Required

Restraint is default under uncertainty. Low confidence → BLOCK | ESCALATE