Evidence library
What is reconstruction burden?
Reconstruction burden is the operational cost of explaining a consequential decision after its original evidence has fragmented.
Definition
The precise question
Reconstruction burden is the work required to reassemble why a decision was made from systems, documents, people and recollection after the original decision-state is no longer together.
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 claims team searches a platform, inbox, policy repository and approval queue to explain one settlement months after it was made.
Evidence map
What a reviewer needs to see
- Original decision-state and execution boundary
- Sources searched, missing or superseded
- Time, handoffs, unresolved questions and reviewer limitations
Why the burden compounds
Every handover can remove context. A policy version changes, a vendor disappears or an approval remains in a system nobody can access. The cost is both time and uncertainty.
A useful baseline
Measure how long it takes to answer a defined decision question, which evidence classes are missing and how often reviewers rely on recollection. Use the baseline to improve a workflow, not to claim a universal benchmark.
The VES connection
A published evidence structure
VES 1.2 gives teams a structure for preserving the decision-state before reconstruction becomes necessary.
Read VES 1.2 for the published Decision Envelope, Evidence Object and verification model.
Boundary
A lower reconstruction burden does not prove the decision was correct. It gives review a more faithful starting point.
Frequently asked
What is reconstruction burden, and what does it address?
Reconstruction burden concerns the work needed to reassemble why a decision was made after its original decision-state has fragmented, changed or become unavailable. It addresses the evidence, authority, conditions, system contribution and human judgement a reviewer must recover.
Why does reconstruction burden increase over time?
Evidence, authority, governing conditions, system contribution and human judgement can become separated across tools, organisations and handoffs. Versions change, people move on and source systems become harder to access, so later review requires more searching and recollection.
How can an organisation measure reconstruction burden?
A practical baseline can measure the time needed to answer a defined decision question, the evidence classes that are missing and how often reviewers rely on manual recollection or collection. The result is specific to the chosen workflow and sample, not a universal benchmark.
What evidence helps reviewers reconstruct a decision?
Useful evidence includes the point-in-time decision context, applicable authority and governing conditions, source evidence and its declared relationship, system contribution, human judgement, organisational commitment and known limitations.
Does lower reconstruction burden prove a decision was correct or compliant?
No. Lower reconstruction burden provides a more faithful starting point for review, but it does not prove that the underlying decision was correct, lawful or compliant.
How does VES relate to reconstruction burden?
VES provides a structured evidence model for preserving and reviewing decision-state through a Decision Envelope and Evidence Objects. It can reduce the need for later reconstruction, but it does not certify decisions or eliminate reconstruction work in every case.