Finance Use Cases¶
1. Loan Approval Process¶
Business Scenario¶
A mid-sized regional bank wants to streamline its commercial loan approval process for small to medium enterprises (SMEs).
Process Overview¶
graph TD
A[Loan Application Received] --> B{Initial Credit Check}
B -->|Pass| C[Financial Document Review]
B -->|Fail| D[Reject Application]
C --> E{Risk Assessment}
E -->|Low Risk| F[Senior Analyst Review]
E -->|Medium Risk| G[Committee Review]
E -->|High Risk| H[Detailed Risk Analysis]
F --> I{Approval Decision}
G --> I
H --> I
I -->|Approved| J[Loan Disbursement]
I -->|Rejected| K[Notify Applicant]
Key Process Details¶
Stage | Description | Duration | Key Actors |
---|---|---|---|
Initial Screening | Verify basic eligibility | 1-2 hours | Junior Loan Officer |
Document Verification | Validate financial statements | 1-2 days | Financial Analyst |
Risk Assessment | Evaluate credit risk | 1-2 days | Risk Management Team |
Final Approval | Senior management review | 1-3 days | Loan Committee |
2. Expense Reimbursement Workflow¶
Business Scenario¶
A technology company implementing a streamlined expense reporting and reimbursement process.
Process Overview¶
graph TD
A[Expense Submission] --> B{Policy Compliance Check}
B -->|Compliant| C[Manager Review]
B -->|Non-Compliant| D[Return to Employee]
C --> E{Approval Threshold}
E -->|Below $500| F[Direct Manager Approval]
E -->|$500-$2000| G[Department Head Review]
E -->|Above $2000| H[Finance Department Approval]
F --> I[Finance Processing]
G --> I
H --> I
I --> J[Payroll Integration]
J --> K[Reimbursement Issued]
Key Process Details¶
Stage | Description | Duration | Key Actors |
---|---|---|---|
Initial Submission | Employee uploads expense report | 30 mins | Employee |
Policy Check | Verify against company policies | 1-2 hours | Finance System |
Management Review | Validate and approve expenses | 1-2 days | Managers |
Financial Processing | Final review and payment | 3-5 days | Finance Team |
3. Credit Risk Assessment¶
Business Scenario¶
An international bank developing an automated credit risk evaluation system for personal loans.
Process Overview¶
graph TD
A[Loan Application] --> B[Personal Information Verification]
B --> C[Credit Score Retrieval]
C --> D{Credit Score Analysis}
D -->|Excellent| E[Fast-Track Approval]
D -->|Good| F[Standard Review]
D -->|Fair| G[Detailed Risk Assessment]
D -->|Poor| H[Application Rejection]
E --> I[Loan Offer Generation]
F --> J{Additional Checks}
G --> K[Comprehensive Risk Evaluation]
J -->|Pass| I
J -->|Fail| H
K --> L{Final Decision}
L -->|Approve| I
L -->|Reject| H
Key Process Details¶
Stage | Description | Duration | Key Actors |
---|---|---|---|
Initial Screening | Collect applicant details | 30 mins | Online Application System |
Credit Scoring | Automated credit evaluation | 1-2 hours | Credit Scoring Algorithm |
Risk Assessment | Detailed financial analysis | 1-2 days | Risk Analysts |
Final Decision | Loan approval/rejection | 1-3 days | Credit Committee |
Business Value Proposition¶
These use cases demonstrate how process automation can: - Reduce processing time by 50-70% - Minimize human error - Improve consistency in decision-making - Enhance compliance and tracking - Provide real-time visibility into process status
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