Agentic Ontology of Work · Skan.ai

Ontology / Assurance

Outcome

Assurance since 1.0 aow:Outcome

The aggregated business impact of one or more Results, measured against an Objective.

Measures the effect of work against the Objective it served.

Attributes

AttributeTypeRequiredDescription
kpi_impactjsonThe measured change, for example {"cycle_time_hours": {"before": 48, "after": 0.12}}.
measured_atdatetimeWhen the Outcome was measured.
measurement_windowstringThe period the measurement covers.
time_to_valuestringHow long it took for the impact to appear.
risk_profile_changetextHow the risk picture changed as a result.

Every entity also has an id and a type, and may carry label, description, and the provenance facet: version, created_at, created_by, revision_of.

Relationships

RelationshipPoints toHow manyRequiredMeaning
evaluatesObjectiveoneyesThe Objective the Outcome is measured against.

Pointed to by

FromRelationshipRead backward as
Resultcontributes_toaggregates
Feedbackfeedback_onreceived feedback

Example

Source: examples/claims-processing.jsonld. The example passes all validation checks.

{
  "id": "outcome-cycle-time-2026q3",
  "type": "Outcome",
  "evaluates": "obj-claims-cycle-time",
  "kpi_impact": {
    "median_turnaround": {
      "before": "48h",
      "after": "7m"
    },
    "straight_through_rate": 0.64
  },
  "measurement_window": "2026-07-01/2026-09-30",
  "measured_at": "2026-10-01T00:00:00Z",
  "time_to_value": "one quarter"
}

Term reference · JSON Schema · SHACL shape aowsh:OutcomeShape