Evidence-Grounded Document Automation
Smart Credit Memo Studio
Generate an evidence-grounded commercial credit memorandum with source lineage, governed rules, confidence controls, human review, version comparison, and approval gating.
Memo Status
Blocked
Evidence Coverage
66%
Sections Reviewed
0/8
Evidence Blockers
6
Draft Version
v1.1
Controlled portfolio version
Draft Configuration
Case, drafting mode, and governance profile.
Drafting mode
Responsible AI Gate
Required controls for an approvable draft.
Section Control
Executive Summary
MEMO-01
Borrower and Relationship Profile
MEMO-02
Facility Request
MEMO-03
Financial Analysis
MEMO-04
Key Risks and Mitigants
MEMO-05
Policy Exceptions and Controls
MEMO-06
Conditions and Approval Authority
MEMO-07
Credit Recommendation
MEMO-08
Commercial Credit Submission
Credit Memorandum
[BORROWER NAME] / New Overdraft
Version 1.1
Owner: [ANALYST ID]
Authority: Group Credit Committee
Exposure
RM 18,500,000
Collateral
Unsecured
Document readiness
64%
Evidence coverage
66%
MEMO-01
Executive Summary
[BORROWER NAME] requests RM 18,500,000 through a new overdraft application. The case is assessed as high risk with a unsecured collateral position. High-value unsecured credit request is still in Credit Analysis because exception mitigation, EDD evidence, and approval route confirmation are not complete.
Unsupported evidence
Enhanced due diligence completion evidence; Approved critical exception mitigation; Final approval route confirmation
Source lineage
Case 360.customerName / Case 360.exposure / Case 360.riskLevel / Case 360.executiveSummary
Governed rules
BR013 / BR015
MEMO-02
Borrower and Relationship Profile
[BORROWER NAME] operates in Regional wholesale and commodity trading and has been in business for 11 years. Three-year relationship with elevated utilisation during seasonal trading peaks.
Source lineage
Customer Master.customer_name / KYC.industry / Customer Master.incorporation_date / CRM.relationship_history
Governed rules
BR001 / BR010
MEMO-03
Facility Request
The proposed overdraft exposure is RM 18,500,000 for 12-month revolving overdraft. The stated purpose is Seasonal working capital support for inventory purchases and receivable timing gaps. The primary repayment source is Operating cash flow from wholesale trading receipts.
Source lineage
Loan Origination.facility_type / Loan Origination.total_exposure_amt / Application.facility_purpose / Credit Analysis.repayment_source
Governed rules
BR003 / BR007 / BR008 / BR009 / BR013
MEMO-04
Financial Analysis
For FY2025 management accounts, reported annual revenue is RM 72,000,000 and EBITDA is RM 5,100,000, representing an EBITDA margin of 7.1%. Debt service coverage is 1.12x and leverage is 4.80x. The figures remain subject to the evidence status identified below.
Unsupported evidence
Latest customer concentration schedule
Source lineage
Financials.period_end_date / Financials.annual_revenue / Financials.ebitda / Credit Analysis.dscr / Credit Analysis.leverage
Governed rules
BR002 / BR005 / BR007
MEMO-05
Key Risks and Mitigants
Key risks: High single-name exposure with unsecured collateral position. Customer concentration and commodity price volatility may compress working-capital liquidity. Enhanced due diligence and critical exception mitigation remain incomplete. Proposed mitigants: Monthly borrowing-base monitoring and covenant reporting. Group Credit Committee approval with no delegated-authority override. Documented exception expiry and escalation if mitigation evidence is not completed.
Unsupported evidence
Enhanced due diligence completion evidence; Approved critical exception mitigation
Source lineage
Credit Analysis.key_risks / Credit Analysis.mitigants / Case 360.riskLevel / Exception Register.mitigation
Governed rules
BR005 / BR006 / BR007 / BR015
MEMO-06
Policy Exceptions and Controls
The case contains 3 linked policy exceptions. EXC002 (Critical, Pending Approval) requires Additional repayment capacity analysis and monthly conduct monitoring. EXC003 (Major, Draft) requires EDD checklist to be completed before submission to Credit Review. EXC005 (Minor, Expired) requires Product owner to confirm final document mapping before next UAT cycle.
Unsupported evidence
EXC002 Unsecured exposure above standard threshold approval; EXC003 High risk customer EDD pending approval; EXC005 Trade facility product document mapping pending approval
Source lineage
Exception Register.status / Exception Register.severity / Exception Register.mitigation / Exception Register.approval_tier
Governed rules
BR005 / BR006 / BR014 / BR015
MEMO-07
Conditions and Approval Authority
Recommended approval authority is Group Credit Committee. The route remains indicative and must be confirmed before formal submission. Proposed conditions: Complete enhanced due diligence before first utilisation. Provide the latest customer concentration schedule and aged receivables report. Obtain approval for all critical policy exceptions before facility activation.
Unsupported evidence
Final approval route confirmation
Source lineage
Decision Service.recommended_approval_tier / Case 360.approvalRouteConfirmed / Credit Analysis.conditions
Governed rules
BR013 / BR014
MEMO-08
Credit Recommendation
Do not move this case to approval review until exception mitigation, EDD evidence, and approval route confirmation are evidenced. Treat it as a control-sensitive case for committee visibility.
Unsupported evidence
Enhanced due diligence completion evidence; Latest customer concentration schedule; Approved critical exception mitigation; Final approval route confirmation
Source lineage
Case 360.baRecommendation / Case 360.readinessGates / UAT Evidence.status / Audit Trail.referenceId
Governed rules
BR013 / BR014 / BR015