Category distinction
Decision assurance vs process mining
Process mining reveals how work moved through systems. Decision assurance preserves what formed a specific consequential act at the point of commitment.
Definition
The precise question
Process mining is flow- and population-centred; decision assurance is decision- and evidence-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 process analysis can show that claims referrals take longer after a handoff. A decision envelope explains the evidence, authority and judgement in one referred claim.
Evidence map
What a reviewer needs to see
- Process events and workflow transitions
- Decision identity, point-in-time context and evidence relation
- Authority, judgement, commitment and review limitations
Population insight and individual review
Process mining helps identify bottlenecks and variants across many cases. Decision evidence helps a reviewer understand one case when its consequences matter.
Join without conflating
A workflow event can be referenced as an Evidence Object. The envelope should still declare whether it was relied upon, produced by the system or merely contextual.
Learning loop
Use process analysis to find candidate workflows, then preserve decision-state examples to understand why the process behaves as it does and what improvement would change.
The VES connection
A published evidence structure
VES 1.2 provides a portable decision-state to complement process data; it does not prescribe process mining methods.
Read VES 1.2 for the published Decision Envelope, Evidence Object and verification model.
Boundary
A process trace can reveal patterns without proving the basis of an individual decision. Decision assurance does not replace process analytics or operational improvement methods.
Frequently asked
What does decision assurance vs process mining address?
Process mining is flow- and population-centred; decision assurance is decision- and evidence-centred.
Does this establish that a decision was correct or compliant?
A process trace can reveal patterns without proving the basis of an individual decision. Decision assurance does not replace process analytics or operational improvement methods.