Category distinction
Decision assurance vs runtime monitoring
Runtime monitoring observes what a system did. Decision assurance preserves what governed a consequential organisational decision and how it can be reviewed later.
Definition
The precise question
Runtime monitoring is event- and system-centred; decision assurance is decision- and organisation-centred.
Reference model
From category to independent review
Decision assurance
Decision evidence
VES decision envelope
Evidence objects
Independent review
The envelope can link model output, runtime records, policy versions, authority records, claims documents, human rationale, external data and approvals while preserving each source's declared limits.
Insurance example
What this looks like in practice
A runtime trace can show that a policy check allowed a workflow action. A decision package also links the applicable authority, evidence relied upon, human judgement and commitment.
Evidence map
What a reviewer needs to see
- Runtime events, policy decisions and action records
- Decision context, authority and governing conditions
- Human review, organisational commitment and replay path
What monitoring answers
Monitoring helps teams observe system health, policy application, agent actions and incidents. It is essential operational evidence, but it is not automatically evidence of why the organisation committed.
The missing links
- Who had authority at execution?
- Which evidence was relied upon?
- Which conditions governed the act?
- What human judgement or override occurred?
- What organisational consequence was committed?
Use both
The strongest implementation carries runtime records into the envelope while retaining their native semantics. The decision package makes their relationship and limits explicit.
The VES connection
A published evidence structure
VES 1.2 can include runtime observations as Evidence Objects with declared provenance and limitations.
Read VES 1.2 for the published Decision Envelope, Evidence Object and verification model.
Boundary
A runtime record may be intact and signed while still lacking business authority, decision relevance or organisational commitment. It does not by itself establish the full decision-state.
Frequently asked
What does decision assurance vs runtime monitoring address?
Runtime monitoring is event- and system-centred; decision assurance is decision- and organisation-centred.
Does this establish that a decision was correct or compliant?
A runtime record may be intact and signed while still lacking business authority, decision relevance or organisational commitment. It does not by itself establish the full decision-state.