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📋 Credit Summary — Pre-Interview Brief
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\n Ria Puspita · KTP: 3275015910850035 ·\n Generated: 14 May 2026, 08:51 WIB\n
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Recommendation
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Referred to Senior Credit
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\n Risk: Very High ·\n Internal Score: 250/100 ·\n Eligibility: PROCEED_WITH_CHECKS\n
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Analyst Decision: Rp 0 for 24 months · Reviewed by aniruddha@flin.co.id · Notes: abc
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Applicant Profile
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Eligibility Check (10 Hard Rules)
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\n | Rule | Required | Actual | Status |
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\n \n | Loan Amount Band | > IDR 20 million | \n IDR 200,000,000 | \n ✓ Pass |
\n | Primary Ratio Gate (TOIR/FOIR) | TOIR ≤ 130% OR FOIR ≤ 60% | \n TOIR=296.5%, FOIR=37.5% | \n ✓ Pass |
\n | Residential Geography | Bandung / Surabaya / Jabodetabek (Bali excluded) | \n KOTA BEKASI, JAWA BARAT | \n ✓ Pass |
\n | Minimum Education | ≥ Senior High School (SMA) | \n D3 | \n ✓ Pass |
\n | Employer Type | State-Owned / Government / Private | \n PEMERINTAHAN | \n ✓ Pass |
\n | Employment Contract | Permanent / Karyawan Tetap | \n KARYAWAN TETAP | \n ✓ Pass |
\n | Employer in business > 5 years | > 5 years | \n Manual verification required | \n ◎ Manual |
\n | Tenure in Current Company | ≥ 1 year | \n 4 years | \n ✓ Pass |
\n | Total Work Experience | ≥ 3 years | \n 10 years | \n ✓ Pass |
\n | Minimum Salary | > IDR 7,000,000 | \n IDR 8,000,000 | \n ✓ Pass |
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Income & Loan Request
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Loan Reconciliation (Customer / Bureau / Bank)
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\n | Source | Outstanding | Monthly EMI |
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\n \n | Customer Declared | \n Rp 200,000,000 | \n Rp 3,000,000 |
\n | Bureau (AFPI + CLIK) | \n Rp 604,997,726 | \n Rp 0 |
\n | Bank Statement (avg/mo loan payments) | \n — | \n Rp 0 |
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\n ⚠️ Customer underdeclared debt:\n Customer declared Rp 200,000,000 but bureau shows\n Rp 604,997,726 —\n gap of Rp 404,997,726. Probe in interview.\n
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AFPI Bureau Analysis\n \n 381 loans ·\n Rp 243.340.198 outstanding ·\n 7 Pinjol(s)\n \n
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Loans by Pinjol (top 15 by outstanding)
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\n | Pinjol | Loans | Outstanding |
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\n | Rupiah Cepat | 69 | Rp 99.986.786 |
| Shopee Pinjam | 24 | Rp 49.267.141 |
| Indodana | 5 | Rp 39.440.000 |
| Kredivo / KrediFazz | 9 | Rp 27.462.543 |
| Kredit Pintar | 8 | Rp 17.955.934 |
| Gopay Later / Gopay Pinjam | 263 | Rp 9.227.794 |
| Asetku / Akulaku | 3 | Rp 0 |
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Loan Status Count
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Collectibility Status Count
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| Bucket | Count |
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| DPD 0 | 369 |
| DPD 1-30 | 12 |
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Collectibility × Loan Status (Count)
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Collectibility × Loan Status (Outstanding Loan Value)
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| L | O |
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| DPD 0 | Rp 0 | Rp 211.838.324 |
| DPD 1-30 | Rp 1.874 | Rp 31.500.000 |
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Year × Loan Status (Count)
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| L | O |
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| 2018 | 1 | — |
| 2019 | 1 | — |
| 2020 | 34 | — |
| 2021 | 61 | — |
| 2022 | 102 | — |
| 2023 | 78 | — |
| 2024 | 14 | — |
| 2025 | 25 | 24 |
| 2026 | 1 | 40 |
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Year × Collectibility Status (Count)
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| DPD 0 | DPD 1-30 |
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| 2018 | 1 | — |
| 2019 | 1 | — |
| 2020 | 33 | 1 |
| 2021 | 57 | 4 |
| 2022 | 98 | 4 |
| 2023 | 77 | 1 |
| 2024 | 14 | — |
| 2025 | 47 | 2 |
| 2026 | 41 | — |
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CLIK Bureau Analysis\n \n 17 loans ·\n Rp 361.657.528 debit balance ·\n DPD mean 1.47, max 20.0 days\n \n
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\n Secured: 4 loans, Rp 84.081.637 ·\n Unsecured: 13 loans, Rp 277.575.891 ·\n Total disbursed (Initial Credit Limit): Rp 567.539.153\n
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CLIK — Combined (secured + unsecured)
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Contract Phase × DPD Bucket (count)
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Contract Status × DPD Bucket (count)
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| Current | DPD 1-89 |
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| Active Facilities | 14 | 3 |
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DPD Bucket × Debit Balance (sum)
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| DPD Bucket | Debit Sum |
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| Current | Rp 343.595.790 |
| DPD 1-89 | Rp 18.061.738 |
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Contract Phase Count
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Debit Balance per Contract Type Code
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| Type Code | Sum |
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| Credit to third parties through other agencies by channeling | Rp 177.829.752 |
| Others | Rp 104.697.091 |
| Credit Card | Rp 67.710.291 |
| Loans for joint financing (Syndication) | Rp 9.526.284 |
| Buy Now Pay Later (BNPL) - Non Fintech (i.e. Banks) | Rp 1.894.110 |
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Debit Balance per Provider Type Code
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| Provider Code | Sum |
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| Conventional Commercial Bank | Rp 303.013.768 |
| Financing Company | Rp 40.582.022 |
| Fintech | Rp 18.061.738 |
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CLIK — Secured
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Contract Phase × DPD Bucket (count)
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Contract Status × DPD Bucket (count)
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| Current |
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| Active Facilities | 4 |
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DPD Bucket × Debit Balance (sum)
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| DPD Bucket | Debit Sum |
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| Current | Rp 84.081.637 |
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Contract Phase Count
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Debit Balance per Contract Type Code
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| Type Code | Sum |
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| Others | Rp 74.555.353 |
| Loans for joint financing (Syndication) | Rp 9.526.284 |
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Debit Balance per Provider Type Code
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| Provider Code | Sum |
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| Conventional Commercial Bank | Rp 58.344.505 |
| Financing Company | Rp 25.737.132 |
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CLIK — Unsecured
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Contract Phase × DPD Bucket (count)
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Contract Status × DPD Bucket (count)
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| Current | DPD 1-89 |
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| Active Facilities | 10 | 3 |
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DPD Bucket × Debit Balance (sum)
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| DPD Bucket | Debit Sum |
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| Current | Rp 259.514.153 |
| DPD 1-89 | Rp 18.061.738 |
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Contract Phase Count
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Debit Balance per Contract Type Code
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| Type Code | Sum |
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| Credit to third parties through other agencies by channeling | Rp 177.829.752 |
| Credit Card | Rp 67.710.291 |
| Others | Rp 30.141.738 |
| Buy Now Pay Later (BNPL) - Non Fintech (i.e. Banks) | Rp 1.894.110 |
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Debit Balance per Provider Type Code
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| Provider Code | Sum |
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| Conventional Commercial Bank | Rp 244.669.263 |
| Fintech | Rp 18.061.738 |
| Financing Company | Rp 14.844.890 |
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Credit Ratios
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\n | Metric | Value | Band | Benchmark |
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\n \n | TOIR (Post-Consolidation Affordability) PRIMARY | \n 296.46% | \n Red | \n ≤ 100% Green | 100-130% Amber | > 130% Red (gate: TOIR ≤ 130% OR FOIR ≤ 60%) — (FLIN EMI + secured EMI + expenses + rent) / declared income |
\n | FOIR (Fixed Obligations / Income) PRIMARY | \n 37.50% | \n Green | \n < 40% Green | 40-60% Amber | > 60% Red (gate: TOIR ≤ 130% OR FOIR ≤ 60%) |
\n | Debt-to-Income (Annual) | \n 630.21% | \n Red | \n < 300% Green | 300-500% Amber | > 500% Red |
\n | Total Debt / Annual Income | \n 6.30x | \n Red | \n < 3x Green | 3-5x Amber | > 5x Red |
\n | Residual Monthly Income (post all outflows) | \n Rp 3,000,000 | \n Amber | \n > IDR 5M Green | 2-5M Amber | < 2M Red |
\n | Bank-detected vs Declared Income | \n N/A | \n Red | \n ≥ 90% Green | 75-90% Amber | < 75% Red |
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Bank Statement Category Pivot (Top 12 by Volume)
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\n | Category | Month 1 | Month 2 | Month 3 | Avg/Mo |
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Occupational & Profile Check\n \n LLM knowledge estimate · no live web evidence\n ⚠ Verify before relying\n
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\n Employer · Kementerian Dalam Negeri (Ministry of Home Affairs)\n Confidence: High\n
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\n | Profile | Indonesia's Ministry of Home Affairs, responsible for regional autonomy, civil registration, population administration, and local government oversight. |
| Industry | Government |
| Industry risk for credit | Low |
| Headquartered in | Jakarta, Indonesia |
| Employee count band | 10k+ |
| Company vintage | 75+ years |
| Stability signals | None known - stable government ministry |
| Sources known to model | training: Indonesian government structure knowledge |
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\n Applicant · Ria Puspita\n Confidence: Medium\n
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\n | Found in training data | No |
| LinkedIn signals | None known |
| Google signals | None known |
| Estimated seniority | Mid |
| Tenure observation | 4+ years tenure as financial staff aligns with stated experience level |
| Declared income (IDR/mo) | Rp 8,000,000 |
| Expected range for role | 6-12 million IDR/month for mid-level government financial staff with D3 education |
| Plausibility verdict | Plausible |
| Comment | Income level reasonable for government financial staff with 4+ years tenure and D3 qualification |
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Policy Implications (high-confidence only)
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\n | Category | Severity | Note |
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\n | Stability | Info | Government employee with permanent contract status provides stable income source |
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\n Disclaimer: Assessment based on training data knowledge of Indonesian government structure. Individual applicant details require verification through official channels.\n
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Risk Factors
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\n | Category | Severity | Description |
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\n | Bureau | \n High | \n Massive debt burden of IDR 605M vs declared IDR 200M - customer severely underdeclared existing obligations by 202% |
| Bureau | \n High | \n 29 active credit facilities including 64+ paylater loans from multiple platforms (Rupiah Cepat, Gopay, Shopee) indicating debt addiction pattern |
| Bureau | \n Medium | \n Current delinquencies on 4 accounts with PT Pembiayaan Digital Indonesia (up to 20 DPD) and Indodana (15 DPD) |
| Application | \n High | \n Debt-to-income ratio of 630% and income multiplier of 6.3x indicating severe over-leverage |
| Application | \n High | \n Post-consolidation TOIR of 296% far exceeds acceptable limits despite passing FOIR gate |
| Behavioural | \n High | \n Pattern of serial borrowing across multiple paylater platforms suggests compulsive debt accumulation behavior |
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Executive Summary
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DECLINE RECOMMENDED. Despite stable government employment, applicant presents extreme credit risk with IDR 605M total debt burden (6.3x annual income) across 29 active facilities including 64+ paylater loans. Severe underdeclaration of existing debt (202% gap), current delinquencies, and compulsive borrowing pattern across multiple platforms indicate debt addiction. Post-consolidation affordability remains unviable with 296% TOIR. Risk of immediate re-leveraging is extremely high given established pattern of serial paylater usage.
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Interview Question Bank (14 questions)
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Verification
- \n Can you confirm your current residential address at Jl.kusuma timur F 8, RT 7 RW 3, Aren Jaya, Bekasi Timur? How long have you lived there?\n
Why: Verify address stability and confirm application accuracy\n - \n You mentioned having 1 dependent. Can you tell me about your family situation - who is this dependent and what are their monthly expenses?\n
Why: Validate declared dependents and understand actual family financial obligations\n - \n As a financial staff at Kementerian Dalam Negeri, what are your specific job responsibilities and which department/unit do you work in?\n
Why: Verify employment details and assess job stability within government structure\n
Debt Background
- \n You declared IDR 200M in existing debt, but our bureau check shows IDR 605M across 29 active loans. Can you explain this significant difference?\n
Why: Address the massive 202% underdeclaration gap and assess honesty/awareness\n - \n We see you have over 60 active paylater loans from platforms like Rupiah Cepat, Gopay, and Shopee. What drove you to take so many small loans instead of fewer larger ones?\n
Why: Understand the compulsive borrowing pattern and debt accumulation behavior\n - \n Some of your current loans with PT Pembiayaan Digital Indonesia are overdue by up to 20 days. What caused these payment delays?\n
Why: Assess current payment difficulties and cash flow management\n - \n What was the primary reason you accumulated IDR 605M in debt? Was it for business, medical emergency, family needs, or lifestyle expenses?\n
Why: Understand root cause of debt accumulation to assess future behavior patterns\n
Income
- \n Your government salary is IDR 8M monthly. Are there any delays in salary payments, and do you receive regular bonuses or allowances?\n
Why: Verify income stability and identify additional income sources in government employment\n - \n Do you have any side income from consulting, teaching, or other activities outside your government job?\n
Why: Identify undeclared income sources that could improve debt servicing capacity\n
Expense Validation
- \n You declared IDR 2M monthly expenses for a family with 1 dependent. Can you break this down - food, utilities, transportation, education, healthcare?\n
Why: Validate if declared expenses are realistic and identify hidden costs\n - \n Since you own your home, what are your monthly property-related costs like utilities, maintenance, and property tax?\n
Why: Verify housing cost assumptions and identify additional property expenses\n
Future Plans
- \n After consolidation, how will you prevent taking new paylater loans? What's your plan to avoid re-accumulating debt?\n
Why: Assess re-leveraging risk and borrower's commitment to debt discipline\n - \n Do you have any assets you could liquidate for emergency funds, or family members who could provide financial support if needed?\n
Why: Identify backup payment sources and collateral capacity for risk mitigation\n - \n Given your current debt burden is 6 times your annual income, do you have any plans for career advancement or additional income to improve your financial situation?\n
Why: Assess long-term financial recovery prospects and income growth potential\n
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\n System-generated pre-interview brief. All figures subject to verification.\n Final decision rests with the credit officer.\n Generated: 2026-05-14T08:51:37.559725\n
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