THE BURDEN
How big is your defensibility burden?
If a regulator, examiner, board member, or general counsel asked your team to reconstruct a specific credit decision today, how long would it take, who would do it, and what would be missing? This estimator surfaces the burden — without asking for PII.
10 reflective questions
Read each question, judge for your own bank, and notice where higher burden appears.
AI USAGE BOUNDARY
Is any AI usage in the decision labeled as non-decisional?
Lower burden: Yes, labeled and bounded
Higher burden: Not labeled
AI labeling is a regulator focus.
APPROVAL AUTHORITY
Can you trace the approving authority to a written matrix at decision time?
Lower burden: Yes, matrix snapshot available
Higher burden: Reconstructed from people who remember
Authority traceability is a board-level expectation.
AUDIT TRAIL
Is the audit trail complete enough to replay the decision?
Lower burden: Yes, replay possible
Higher burden: Replay would require reconstruction
Replay readiness is the cleanest defense.
BOARD/RISK REPORTING
Could a board-level summary be produced from existing records?
Lower burden: Yes, summary readily produced
Higher burden: Would require new analysis
Summary readiness signals governance maturity.
COMMITTEE RECORD
Are committee actions captured as a record?
Lower burden: Yes, committee minutes available
Higher burden: Reconstructed from notes
Committee record supports authority defense.
EVIDENCE LOCATION
Is supporting evidence indexed and findable?
Lower burden: Yes, indexed
Higher burden: Scattered across drives
Findability drives defense speed.
EXCEPTION TRACKING
Are exceptions to policy flagged with rationale and approval evidence?
Lower burden: Yes, system-tracked
Higher burden: Tracked in emails or memory
Untracked exceptions are a common audit finding.
FINAL RATIONALE
Is the final approval rationale written and intelligible?
Lower burden: Yes, memo available
Higher burden: Implicit or absent
Written rationale closes the defense.
FINANCIAL METRIC REPRODUCIBILITY
Can the financial metrics be reproduced from source data?
Lower burden: Yes, source data available
Higher burden: Reconstructed manually
Reproducibility is a credit defense baseline.
POLICY VERSION
Can you identify the exact policy version effective at the time of a selected decision?
Lower burden: Yes, identifiable in under 5 minutes
Higher burden: Reconstructed from emails or memory
Higher reconstruction effort = higher defensibility risk.
The CreditAxis diagnostic converts a qualitative burden into a structured, written defensibility report across up to ten selected decisions. No PII required.
View the $30,000 DiagnosticNo guarantee. CreditAxis does not guarantee compliance, audit, examiner, or regulator outcomes. CreditAxis does not replace loan origination or core systems. AI is assistive only. The diagnostic produces findings; outcomes depend on bank-specific facts, data quality, and follow-on action.