The determination
A lender declines an application after relying on an AI-supported assessment. The notice names recent payment arrears. The applicant believes the relevant account was settled before the assessment.
This synthetic example illustrates the architecture. It describes no real person, institution, legal entitlement, or measured result.
Information: the notice identifies the credit determination and the recent arrears used as its stated reason.
01 / Information
Identify what was decided.
The person receives the determination, its practical consequence, and enough orientation to recognize a question about the cited arrears. The decision-time record must be preserved so the question can later be investigated.
02 / Objection
Make the concern investigable.
The person points to evidence that the account was settled before the assessment. This raises a material question about the currency of the record used in the determination.
03 / Inquiry
Examine the relevant grounds.
A record extract identifies the account, payment status, source, and time of use. The person or a qualified representative compares it with dated settlement evidence. A protected independent inspection could be a faithful substitute if its findings can enter review.
04 / Response
Give the inquiry a consequence.
A competent reviewer considers the objection and the evidence. If the determination relied on an outdated record, the institution can correct the grounds and reconsider the application. If the concern is not supported, it can explain why; unresolved questions may require escalation.
What changes across the sequence?
The applicant begins with an outcome and a reason. The specific concern—whether the determination relied on an outdated payment status—identifies a task: compare the decision-time record with contemporaneous account evidence.
A faithful route could supply the relevant record extract directly or enable an independent reviewer to examine it and provide findings that can enter reconsideration. The person need not receive the entire model for this particular objection.
A different objection needs different grounds
If the record is accurate but the institution’s proxy does not match its stated criterion, another copy of the record will not resolve that question. The inquiry must compare the criterion with what was actually implemented.
If the evidence supports the original determination, a reasoned response can uphold it. Contestability concerns the ability to investigate and obtain consequential uptake, not a guarantee of reversal.
The missing connection
Even excellent information does not complete the process if no competent forum can consider it. This is why the project treats informational functions and institutional answerability separately.