Authorised push payment (APP) fraud reimbursement
- Policy
- In force
- Requirements
- Resolved
- Evidence
- Assembled
- Required reviewer
- Identified
MeshQu checks decisions against your policy and records what supported them. See which rules applied, who had authority and what evidence was used.

Authorised push payment (APP) fraud reimbursement
You need to know which version applied at the time.
Checks and approvals sit across systems, documents and teams.
Someone has to piece together what happened and why.
The accountability gap

MeshQu does three things. It checks a decision against the policy that applies. It records the evidence and authority behind it. And it keeps a signed record that someone else can inspect later.
MeshQu never takes the underlying action.Responsibility boundary
MeshQu assurance
It assesses the information supplied against policy and records the result.
Your claims or payment system
It proceeds, requests review or stops, according to your process.
Use MeshQu alongside a workflow or before an action. Your application controls what happens next.
Authorised push payment (APP) fraud reimbursement
Take a fraud reimbursement claim. MeshQu checks the information provided against the applicable policy and shows which requirements still need evidence or human review.
Warning record returned from the customer journey
Authoritative response received
Accountable specialist assessment recorded
3 requirements unresolved

Vulnerability assessment cannot be resolved automatically.
Policy basis and supporting evidence reviewed.
Authority, rationale and policy version preserved.
Human authority where it matters
MeshQu shows what the policy requires and what evidence is available. The authorised reviewer makes the judgement. Their decision and reasons become part of the record.
The human decision is recorded alongside its supporting assessments. MeshQu does not infer approval or judgement.
A requirement needs human judgement
Evidence on demand
Return to the policy, checks and approval recorded for this claim.
Ask MeshQu · illustrative response
Why was this customer reimbursed?
Recorded answer · verifiable basis
The recorded decision was to reimburse. The claim passed the policy checks, and the reviewer approved the outcome. The record identifies the policy version, supporting evidence and reviewer's reasons.
Recorded answer ready.
Evidence for external review
A Decision Receipt is a signed record of how a decision was made — the policy in force, the evidence and the authority — written at the moment it happens. A reviewer reads what was recorded.
4 checks remaining
This synthetic record captures an analyst-authorised payment release. It is not a reimbursement decision and contains no customer data.
How Decision Receipts workApplied research
In a synthetic banking environment, we tested how decision records could support later investigation.
Synthetic research, not a customer deployment. Verdict accuracy was not tested.
23,790
governed payment decisions
400
AI investigations across 200 fraud cases
20,542
sealed case files, each with its decision history
Research and writing on policy, AI and accountable decisions.

A white paper on the structural gap between AI governance frameworks and the moment a consequential decision is made — and what it would…

A general statement about your AI governance process cannot answer why one payment was made, and neither can a test showing the agent…

An EU policy process, UK public opinion and a Singapore legal working group have reached for the same requirement in three different…
Bring the policy, the workflow and the people responsible. We'll explore where MeshQu can help you check decisions and keep the evidence.