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Specific details about the firm are not confidently known.","industry":"Legal Services","industry_risk_for_credit":"Medium","headquartered_in":"Unknown","estimated_employee_count_band":"Unknown","estimated_company_vintage_years":"Unknown","stability_signals":"Unknown","confidence":"Low","needs_verification":true,"sources_known_to_model":[]},"applicant":{"found_in_training_data":false,"linkedin_signals":"None","google_signals":"None known","estimated_seniority":"Junior","tenure_observation":"Stated 4+ years tenure as Admin Assistant aligns with role","income_plausibility":{"declared_monthly_income_idr":12400000,"expected_range_for_role_idr":"8-12 mio IDR/month for an administrative role in a law firm","verdict":"Plausible","comment":"Income is at the upper end of expected range for admin role"},"confidence":"Medium","needs_verification":true},"policy_implications":[{"category":"Income sanity","severity":"Low","note":"Declared income appears reasonable for role and experience"}],"disclaimer":"Assessment based on limited training data, verification recommended","sources_consulted":[]},"risk_assessment":{"overall_risk_rating":"Medium","internal_credit_score":650,"recommendation":"Approve with Conditions","risk_factors":[{"category":"Bureau","severity":"High","description":"Significant debt underdeclaration - customer declared IDR 77M but bureau shows IDR 101.8M outstanding (24.8M gap). Currently has 13 active credit facilities indicating potential overextension."},{"category":"Bureau","severity":"Medium","description":"One facility with BRI showing 4 days past due, indicating recent payment stress despite overall current status."},{"category":"Banking","severity":"Medium","description":"Low residual income of IDR 1.7M monthly after all obligations, leaving minimal buffer for financial stress."},{"category":"Application","severity":"Medium","description":"Declared monthly EMI as zero despite having IDR 101.8M outstanding debt, suggesting lack of transparency or awareness of true obligations."},{"category":"Banking","severity":"Low","description":"Unexplained Pegadaian transaction of IDR 7.2M in month 3, potentially indicating pawn shop activity or emergency funding needs."}],"positive_indicators":["Stable employment as permanent employee for 4+ years at law firm","Income consistency ratio of 120.5% shows bank-detected income exceeds declared amount","Passes primary ratio gates with TOIR 86.3% and FOIR 46.0%","No gambling or crypto trading red flags in banking behavior","Owns residential property, reducing housing cost burden","Most bureau facilities are current with only one minor delinquency"],"conditions_if_any":["Mandatory verification of all undeclared loans and current EMI obligations","Require updated bank statements showing recent loan payments","Employment verification with HBT Law Firm including salary confirmation","Explanation and documentation for Pegadaian transaction","Commitment letter to close specified high-cost facilities post-consolidation","Monthly monitoring for first 6 months post-disbursement"],"executive_summary":"46-year-old married admin assistant with 4+ years tenure seeking debt consolidation. Major concern is significant debt underdeclaration (IDR 24.8M gap) and having 13 active facilities totaling IDR 101.8M. While employment appears stable and income ratios pass gates, the low residual income (IDR 1.7M) and recent BRI delinquency indicate financial stress. Bank statements show consistent salary but unexplained Pegadaian activity. Recommend conditional approval with enhanced monitoring and mandatory verification of all obligations."},"interview_questions":[{"section":"Verification","question":"Can you confirm your current residential address at Harapan Jaya, Cibinong? How long have you lived there and do you own or rent this property?","why_asking":"Verify address stability and housing ownership status as declared","expected_answer_format":"Free text"},{"section":"Verification","question":"You mentioned having 1 dependent. Can you tell me about your family composition - who lives with you and their ages?","why_asking":"Verify dependent count and understand household expense obligations","expected_answer_format":"Free text"},{"section":"Verification","question":"Please confirm your employment details at HBT Law Firm - your exact job title, daily responsibilities, and direct supervisor's name?","why_asking":"Verify employment details and assess job stability at the law firm","expected_answer_format":"Free text"},{"section":"Verification","question":"What is your current monthly take-home salary after deductions, and when do you typically receive it each month?","why_asking":"Verify declared income of IDR 12.4M and payment timing consistency","expected_answer_format":"Number"},{"section":"Debt Background","question":"You declared IDR 77M in debt, but our records show you may have additional loans totaling over IDR 100M. Can you list ALL your current loans including amounts and monthly payments?","why_asking":"Address the significant debt underdeclaration gap of IDR 24.8M","expected_answer_format":"Free text"},{"section":"Debt Background","question":"What led you to accumulate loans from 13 different lenders? Was this gradual over time or due to specific circumstances?","why_asking":"Understand debt accumulation pattern and assess re-leveraging risk","expected_answer_format":"Free text"},{"section":"Debt Background","question":"Why do you want to consolidate your debts now? What has changed in your financial situation recently?","why_asking":"Assess motivation for consolidation and current financial stress level","expected_answer_format":"Free text"},{"section":"Income","question":"Have you experienced any salary delays or reductions at HBT Law Firm in the past year? How stable is the law firm's business?","why_asking":"Assess income stability and employer financial health","expected_answer_format":"Free text"},{"section":"Income","question":"Do you receive any bonuses, overtime pay, or have any side income sources beyond your IDR 12.4M monthly salary?","why_asking":"Identify additional income sources that could support debt service","expected_answer_format":"Free text"},{"section":"Expense Validation","question":"You declared IDR 5M monthly expenses. Can you break this down - how much for food, utilities, transportation, and family needs?","why_asking":"Validate declared expenses against residual income calculation","expected_answer_format":"Free text"},{"section":"Expense Validation","question":"I see regular IDR 500K monthly payments for 'Arisan' in your bank account. What is this for and is it mandatory?","why_asking":"Understand recurring expense commitment and flexibility","expected_answer_format":"Free text"},{"section":"Future Plans","question":"There's a IDR 7.2M transaction from Pegadaian in your recent bank statement. What was this for and do you have any pawned items?","why_asking":"Clarify unexplained large transaction and assess additional collateral or financial stress","expected_answer_format":"Free text"},{"section":"Future Plans","question":"After consolidation, how will you ensure you don't take additional loans? What's your plan to avoid re-leveraging?","why_asking":"Assess commitment to debt discipline and re-leveraging risk","expected_answer_format":"Free text"},{"section":"Future Plans","question":"Do you have any emergency savings, investments, or assets that could help with loan payments if needed?","why_asking":"Assess financial buffer and lump-sum payment capacity","expected_answer_format":"Free text"}],"credit_score_internal":650,"summary_report_html":"<!DOCTYPE html>\n<html lang=\"en\"><head><meta charset=\"UTF-8\">\n<title>Credit Summary — Evi Meiwatiningsih</title>\n<style>\n  body { font-family: 'Segoe UI', Arial, sans-serif; font-size: 13px; color: #1e293b;\n          margin: 0; padding: 24px; background: #f8fafc; }\n  .container { max-width: 1000px; margin: auto; background: white; border-radius: 12px;\n                box-shadow: 0 2px 16px #0001; padding: 32px; }\n  h1 { font-size: 22px; border-bottom: 2px solid #4f46e5; padding-bottom: 10px; }\n  h2 { font-size: 15px; color: #4f46e5; margin-top: 28px;\n         border-left: 3px solid #4f46e5; padding-left: 10px; }\n  table { width: 100%; border-collapse: collapse; margin: 8px 0; }\n  th { background: #f1f5f9; padding: 8px 10px; text-align: left;\n         font-size: 11px; color: #64748b; text-transform: uppercase; }\n  td { padding: 8px 10px; border-bottom: 1px solid #f1f5f9; vertical-align: top; }\n  .meta-grid { display: grid; grid-template-columns: repeat(3, 1fr); gap: 12px; margin: 16px 0; }\n  .meta-card { background: #f1f5f9; border-radius: 8px; padding: 12px; }\n  .meta-card .label { font-size: 10px; color: #94a3b8; text-transform: uppercase; }\n  .meta-card .value { font-size: 14px; font-weight: 600; margin-top: 4px; }\n  .recommendation { background: #16a34a18; border-left: 5px solid #16a34a;\n                      padding: 14px 18px; border-radius: 8px; margin: 16px 0; }\n  .recommendation .label { font-size: 11px; color: #16a34a; text-transform: uppercase; letter-spacing: 1px; }\n  .recommendation .value { font-size: 22px; font-weight: 700; color: #16a34a; }\n</style></head><body>\n<div class=\"container\">\n  <h1>📋 Credit Summary — Pre-Interview Brief</h1>\n  <p style=\"color:#64748b;font-size:11px\">\n    Evi Meiwatiningsih · KTP: 32010141XXXXXXXXXX ·\n    Generated: 05 May 2026, 16:45 WIB\n  </p>\n\n  <div class=\"recommendation\">\n    <div class=\"label\">Recommendation</div>\n    <div class=\"value\">Approved</div>\n    <div style=\"font-size:12px;margin-top:6px;color:#16a34a\">\n      Risk: Medium ·\n      Internal Score: 650/100 ·\n      Eligibility: PROCEED_WITH_CHECKS\n    </div>\n    <div style='font-size:12px;margin-top:10px;padding-top:10px;border-top:1px dashed #16a34a55;color:#334155'><b>Analyst Decision:</b> Rp 0 for 24 months · Reviewed by ninad@flin.co.id · Notes: <i>fdcd</i></div><ul style='margin:8px 0 0 0;padding-left:22px;font-size:12px;color:#334155'></ul>\n  </div>\n\n  \n\n  <h2>Applicant Profile</h2>\n  <div class=\"meta-grid\">\n    <div class=\"meta-card\"><div class=\"label\">Full Name</div>\n        <div class=\"value\">Evi Meiwatiningsih</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Age / DOB</div>\n        <div class=\"value\">46 · 5/1/1980</div></div>\n    <div class=\"meta-card\"><div class=\"label\">KTP / Mobile</div>\n        <div class=\"value\" style=\"font-size:11px\">32010141XXXXXXXXXX<br>0819-XXXX-XXXX</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Education</div>\n        <div class=\"value\">D3</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Marital · Dependents</div>\n        <div class=\"value\">Kawin · 1.0</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Job · Employer</div>\n        <div class=\"value\" style=\"font-size:11px\">Admin Assistant<br>HBT Law Firm</div></div>\n  </div>\n\n  <h2>Eligibility Check (10 Hard Rules)</h2>\n  <table>\n    <thead><tr><th>Rule</th><th>Required</th><th>Actual</th><th>Status</th></tr></thead>\n    <tbody>\n        <tr><td>Loan Amount Band</td><td>> IDR 20 million</td>\n        <td>IDR 77,000,000</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Primary Ratio Gate (TOIR/FOIR)</td><td>TOIR ≤ 130% OR FOIR ≤ 60%</td>\n        <td>TOIR=86.3%, FOIR=46.0%</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Residential Geography</td><td>Bandung / Surabaya / Jabodetabek (Bali excluded)</td>\n        <td>KABUPATEN BOGOR, JAWA BARAT</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Minimum Education</td><td>≥ Senior High School (SMA)</td>\n        <td>D3</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Employer Type</td><td>State-Owned / Government / Private</td>\n        <td>SWASTA</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Employment Contract</td><td>Permanent / Karyawan Tetap</td>\n        <td>KARYAWAN TETAP</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Employer in business > 5 years</td><td>> 5 years</td>\n        <td>Manual verification required</td>\n        <td style=\"color:#d97706;font-weight:600\">◎ Manual</td></tr>\n        <tr><td>Tenure in Current Company</td><td>≥ 1 year</td>\n        <td>4 years</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Total Work Experience</td><td>≥ 3 years</td>\n        <td>10 years</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr>\n        <tr><td>Minimum Salary</td><td>> IDR 7,000,000</td>\n        <td>IDR 12,400,000</td>\n        <td style=\"color:#16a34a;font-weight:600\">✓ Pass</td></tr></tbody>\n  </table>\n\n  \n\n  <h2>Income & Loan Request</h2>\n  <div class=\"meta-grid\">\n    <div class=\"meta-card\"><div class=\"label\">Declared Income/mo</div>\n        <div class=\"value\">Rp 12,400,000</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Bank-Detected/mo</div>\n        <div class=\"value\">Rp 14,944,806</div></div>\n    <div class=\"meta-card\"><div class=\"label\">Declared Expenses/mo</div>\n        <div class=\"value\">Rp 5,000,000</div></div>\n  </div>\n\n  <h2>Loan Reconciliation (Customer / Bureau / Bank)</h2>\n  \n    <table>\n      <thead><tr><th>Source</th><th>Outstanding</th><th>Monthly EMI</th></tr></thead>\n      <tbody>\n        <tr><td>Customer Declared</td>\n            <td>Rp 77,000,000</td>\n            <td>Rp 0</td></tr>\n        <tr><td>Bureau (AFPI + SLIK)</td>\n            <td>Rp 101,763,769</td>\n            <td>Rp 0</td></tr>\n        <tr><td>Bank Statement (avg/mo loan payments)</td>\n            <td>—</td>\n            <td>Rp 5,700,000</td></tr>\n      </tbody>\n    </table>\n  \n        <div style=\"background:#fee2e2;border-left:4px solid #dc2626;padding:12px;border-radius:6px;margin:12px 0\">\n          <strong style=\"color:#dc2626\">⚠️ Customer underdeclared debt:</strong>\n          Customer declared Rp 77,000,000 but bureau shows\n          Rp 101,763,769 —\n          gap of <strong>Rp 24,763,769</strong>. Probe in interview.\n        </div>\n\n  <h2>Credit Ratios</h2>\n  <table>\n    <thead><tr><th>Metric</th><th>Value</th><th>Band</th><th>Benchmark</th></tr></thead>\n    <tbody>\n        <tr><td>TOIR (Total Outflows / Income) <span style=\"background:#fef3c7;color:#92400e;padding:2px 6px;border-radius:4px;font-size:9px\">PRIMARY</span></td>\n        <td><strong>86.29%</strong></td>\n        <td style=\"color:#16a34a;font-weight:600\">Green</td>\n        <td style=\"font-size:11px;color:#64748b\">≤ 100% Green | 100-130% Amber | > 130% Red (gate: TOIR ≤ 130% OR FOIR ≤ 60%)</td></tr>\n        <tr><td>FOIR (Fixed Obligations / Income) <span style=\"background:#fef3c7;color:#92400e;padding:2px 6px;border-radius:4px;font-size:9px\">PRIMARY</span></td>\n        <td><strong>45.97%</strong></td>\n        <td style=\"color:#d97706;font-weight:600\">Amber</td>\n        <td style=\"font-size:11px;color:#64748b\">< 40% Green | 40-60% Amber | > 60% Red (gate: TOIR ≤ 130% OR FOIR ≤ 60%)</td></tr>\n        <tr><td>Debt-to-Income (Annual)</td>\n        <td><strong>68.39%</strong></td>\n        <td style=\"color:#16a34a;font-weight:600\">Green</td>\n        <td style=\"font-size:11px;color:#64748b\">< 300% Green | 300-500% Amber | > 500% Red</td></tr>\n        <tr><td>Total Debt / Annual Income</td>\n        <td><strong>0.68x</strong></td>\n        <td style=\"color:#16a34a;font-weight:600\">Green</td>\n        <td style=\"font-size:11px;color:#64748b\">< 3x Green | 3-5x Amber | > 5x Red</td></tr>\n        <tr><td>Residual Monthly Income (post all outflows)</td>\n        <td><strong>1700000.0IDR</strong></td>\n        <td style=\"color:#dc2626;font-weight:600\">Red</td>\n        <td style=\"font-size:11px;color:#64748b\">> IDR 5M Green | 2-5M Amber | < 2M Red</td></tr>\n        <tr><td>Bank-detected vs Declared Income</td>\n        <td><strong>120.5%</strong></td>\n        <td style=\"color:#16a34a;font-weight:600\">Green</td>\n        <td style=\"font-size:11px;color:#64748b\">≥ 90% Green | 75-90% Amber | < 75% Red</td></tr></tbody>\n  </table>\n\n  <h2>Bank Statement Category Pivot (Top 12 by Volume)</h2>\n  <table>\n    <thead><tr><th>Category</th><th>Month 1</th><th>Month 2</th><th>Month 3</th><th>Avg/Mo</th></tr></thead>\n    <tbody>\n        <tr><td>Salary</td>\n        <td>Rp 15,631,924</td>\n        <td>Rp 16,001,777</td>\n        <td>Rp 13,200,716</td>\n        <td><strong>Rp 14,944,806</strong></td></tr>\n        <tr><td>Loan Payment</td>\n        <td>Rp -5,700,000</td>\n        <td>Rp -5,700,000</td>\n        <td>Rp -5,700,000</td>\n        <td><strong>Rp -5,700,000</strong></td></tr>\n        <tr><td>Z Pegadaian</td>\n        <td>Rp 0</td>\n        <td>Rp 0</td>\n        <td>Rp 7,195,605</td>\n        <td><strong>Rp 2,398,535</strong></td></tr>\n        <tr><td>Miscellaneous - Arisan</td>\n        <td>Rp -500,000</td>\n        <td>Rp -500,000</td>\n        <td>Rp -500,000</td>\n        <td><strong>Rp -500,000</strong></td></tr>\n        <tr><td>Groceries</td>\n        <td>Rp 0</td>\n        <td>Rp -38,000</td>\n        <td>Rp -175,000</td>\n        <td><strong>Rp -71,000</strong></td></tr>\n        <tr><td>Bank Charges</td>\n        <td>Rp -17,000</td>\n        <td>Rp -17,000</td>\n        <td>Rp -17,000</td>\n        <td><strong>Rp -17,000</strong></td></tr></tbody>\n  </table>\n\n  \n  <h2>Occupational &amp; Profile Check\n    <span style=\"font-size:10px;font-weight:400;color:#92400e;background:#fef3c7;\n                  padding:3px 8px;border-radius:4px;margin-left:8px\">\n      LLM knowledge estimate · no live web evidence\n    </span><span style='background:#fef3c7;color:#92400e;padding:2px 6px;border-radius:4px;font-size:10px;margin-left:8px'>⚠ Verify before relying</span>\n  </h2>\n\n  <h3 style=\"font-size:13px;color:#475569;margin-top:12px\">\n    Employer · HBT Law Firm\n    &nbsp;<span style='background:#dc26261a;color:#dc2626;padding:2px 6px;border-radius:4px;font-size:10px;font-weight:600'>Confidence: Low</span>\n  </h3>\n  <table>\n    <tbody><tr><td style='color:#64748b;width:40%'>Profile</td><td>A private law firm located in Indonesia. Specific details about the firm are not confidently known.</td></tr><tr><td style='color:#64748b;width:40%'>Industry</td><td>Legal Services</td></tr><tr><td style='color:#64748b;width:40%'>Industry risk for credit</td><td>Medium</td></tr><tr><td style='color:#64748b;width:40%'>Headquartered in</td><td>Unknown</td></tr><tr><td style='color:#64748b;width:40%'>Employee count band</td><td>Unknown</td></tr><tr><td style='color:#64748b;width:40%'>Company vintage</td><td>Unknown years</td></tr><tr><td style='color:#64748b;width:40%'>Stability signals</td><td>Unknown</td></tr><tr><td style='color:#64748b;width:40%'>Sources known to model</td><td>—</td></tr></tbody>\n  </table>\n\n  <h3 style=\"font-size:13px;color:#475569;margin-top:16px\">\n    Applicant · Evi Meiwatiningsih\n    &nbsp;<span style='background:#d977061a;color:#d97706;padding:2px 6px;border-radius:4px;font-size:10px;font-weight:600'>Confidence: Medium</span>\n  </h3>\n  <table>\n    <tbody><tr><td style='color:#64748b;width:40%'>Found in training data</td><td>No</td></tr><tr><td style='color:#64748b;width:40%'>LinkedIn signals</td><td>None</td></tr><tr><td style='color:#64748b;width:40%'>Google signals</td><td>None known</td></tr><tr><td style='color:#64748b;width:40%'>Estimated seniority</td><td>Junior</td></tr><tr><td style='color:#64748b;width:40%'>Tenure observation</td><td>Stated 4+ years tenure as Admin Assistant aligns with role</td></tr><tr><td style='color:#64748b;width:40%'>Declared income (IDR/mo)</td><td>Rp 12,400,000</td></tr><tr><td style='color:#64748b;width:40%'>Expected range for role</td><td>8-12 mio IDR/month for an administrative role in a law firm</td></tr><tr><td style='color:#64748b;width:40%'>Plausibility verdict</td><td>Plausible</td></tr><tr><td style='color:#64748b;width:40%'>Comment</td><td>Income is at the upper end of expected range for admin role</td></tr></tbody>\n  </table>\n\n  <h3 style=\"font-size:13px;color:#475569;margin-top:16px\">Policy Implications (high-confidence only)</h3>\n  <table>\n    <thead><tr><th>Category</th><th>Severity</th><th>Note</th></tr></thead>\n    <tbody><tr><td>Income sanity</td><td style='color:#16a34a;font-weight:600'>Low</td><td>Declared income appears reasonable for role and experience</td></tr></tbody>\n  </table>\n\n  <p style=\"font-size:11px;color:#92400e;background:#fffbeb;border-left:3px solid #d97706;\n              padding:8px 12px;border-radius:4px;margin-top:12px\">\n    <strong>Disclaimer:</strong> Assessment based on limited training data, verification recommended\n  </p>\n  \n\n\n  <h2>Risk Factors</h2>\n  <table>\n    <thead><tr><th>Category</th><th>Severity</th><th>Description</th></tr></thead>\n    <tbody><tr><td>Bureau</td>\n        <td style=\"color:#dc2626;font-weight:600\">High</td>\n        <td>Significant debt underdeclaration - customer declared IDR 77M but bureau shows IDR 101.8M outstanding (24.8M gap). Currently has 13 active credit facilities indicating potential overextension.</td></tr><tr><td>Bureau</td>\n        <td style=\"color:#d97706;font-weight:600\">Medium</td>\n        <td>One facility with BRI showing 4 days past due, indicating recent payment stress despite overall current status.</td></tr><tr><td>Banking</td>\n        <td style=\"color:#d97706;font-weight:600\">Medium</td>\n        <td>Low residual income of IDR 1.7M monthly after all obligations, leaving minimal buffer for financial stress.</td></tr><tr><td>Application</td>\n        <td style=\"color:#d97706;font-weight:600\">Medium</td>\n        <td>Declared monthly EMI as zero despite having IDR 101.8M outstanding debt, suggesting lack of transparency or awareness of true obligations.</td></tr><tr><td>Banking</td>\n        <td style=\"color:#16a34a;font-weight:600\">Low</td>\n        <td>Unexplained Pegadaian transaction of IDR 7.2M in month 3, potentially indicating pawn shop activity or emergency funding needs.</td></tr></tbody>\n  </table>\n\n  <h2>Executive Summary</h2>\n  <p style=\"line-height:1.7;color:#334155\">46-year-old married admin assistant with 4+ years tenure seeking debt consolidation. Major concern is significant debt underdeclaration (IDR 24.8M gap) and having 13 active facilities totaling IDR 101.8M. While employment appears stable and income ratios pass gates, the low residual income (IDR 1.7M) and recent BRI delinquency indicate financial stress. Bank statements show consistent salary but unexplained Pegadaian activity. Recommend conditional approval with enhanced monitoring and mandatory verification of all obligations.</p>\n\n  <h2>Interview Question Bank (14 questions)</h2>\n  <h3 style='font-size:13px;color:#475569;margin-top:16px'>Verification</h3><ol><li style=\"margin-bottom:8px\">\n            <strong>Can you confirm your current residential address at Harapan Jaya, Cibinong? How long have you lived there and do you own or rent this property?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Verify address stability and housing ownership status as declared</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>You mentioned having 1 dependent. Can you tell me about your family composition - who lives with you and their ages?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Verify dependent count and understand household expense obligations</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>Please confirm your employment details at HBT Law Firm - your exact job title, daily responsibilities, and direct supervisor's name?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Verify employment details and assess job stability at the law firm</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>What is your current monthly take-home salary after deductions, and when do you typically receive it each month?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Verify declared income of IDR 12.4M and payment timing consistency</span>\n            </li></ol><h3 style='font-size:13px;color:#475569;margin-top:16px'>Debt Background</h3><ol><li style=\"margin-bottom:8px\">\n            <strong>You declared IDR 77M in debt, but our records show you may have additional loans totaling over IDR 100M. Can you list ALL your current loans including amounts and monthly payments?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Address the significant debt underdeclaration gap of IDR 24.8M</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>What led you to accumulate loans from 13 different lenders? Was this gradual over time or due to specific circumstances?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Understand debt accumulation pattern and assess re-leveraging risk</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>Why do you want to consolidate your debts now? What has changed in your financial situation recently?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Assess motivation for consolidation and current financial stress level</span>\n            </li></ol><h3 style='font-size:13px;color:#475569;margin-top:16px'>Income</h3><ol><li style=\"margin-bottom:8px\">\n            <strong>Have you experienced any salary delays or reductions at HBT Law Firm in the past year? How stable is the law firm's business?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Assess income stability and employer financial health</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>Do you receive any bonuses, overtime pay, or have any side income sources beyond your IDR 12.4M monthly salary?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Identify additional income sources that could support debt service</span>\n            </li></ol><h3 style='font-size:13px;color:#475569;margin-top:16px'>Expense Validation</h3><ol><li style=\"margin-bottom:8px\">\n            <strong>You declared IDR 5M monthly expenses. Can you break this down - how much for food, utilities, transportation, and family needs?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Validate declared expenses against residual income calculation</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>I see regular IDR 500K monthly payments for 'Arisan' in your bank account. What is this for and is it mandatory?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Understand recurring expense commitment and flexibility</span>\n            </li></ol><h3 style='font-size:13px;color:#475569;margin-top:16px'>Future Plans</h3><ol><li style=\"margin-bottom:8px\">\n            <strong>There's a IDR 7.2M transaction from Pegadaian in your recent bank statement. What was this for and do you have any pawned items?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Clarify unexplained large transaction and assess additional collateral or financial stress</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>After consolidation, how will you ensure you don't take additional loans? What's your plan to avoid re-leveraging?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Assess commitment to debt discipline and re-leveraging risk</span>\n            </li><li style=\"margin-bottom:8px\">\n            <strong>Do you have any emergency savings, investments, or assets that could help with loan payments if needed?</strong>\n            <br><span style=\"font-size:11px;color:#64748b\">Why: Assess financial buffer and lump-sum payment capacity</span>\n            </li></ol>\n\n  <p style=\"margin-top:32px;font-size:10px;color:#94a3b8;border-top:1px solid #f1f5f9;padding-top:12px\">\n    System-generated pre-interview brief. All figures subject to verification.\n    Final decision rests with the credit officer.\n    Generated: 2026-05-05T16:45:17.808237\n  </p>\n</div></body></html>","excel_template_path":"output/credit_template_evi_meiwatiningsih_20260505_1645.xlsx","eligibility_decision":"proceed","eligibility_override_notes":"ewf","eligibility_override_rules":[],"reconciliation_decision":"proceed","reconciliation_override_notes":"bhjv","final_decision":"approve","final_decision_notes":"fdcd","final_approved_amount":0.0,"final_approved_tenor":24,"final_conditions":[],"analyst_id":"ninad@flin.co.id","review_timestamps":{"post_eligibility":"2026-05-05T16:43:24.451450Z","post_reconciliation":"2026-05-05T16:43:55.674622Z","final_decision":"2026-05-05T16:45:17.801680Z"},"errors":[],"completed_agents":["application_parser","eligibility_checker","eligibility_review","bureau_aggregator","bank_statement_pipeline","loan_reconciliation","reconciliation_review","credit_ratio_calculator","profile_check","risk_and_interview","final_decision_review","report_generator","template_generator"],"processing_log":["[2026-05-05T16:43:06.557957] Application normalised","[2026-05-05T16:43:06.561468] Eligibility verdict: PROCEED_WITH_CHECKS","[HITL] Eligibility review: decision=proceed, by=ninad@flin.co.id, overrides=[]","[2026-05-05T16:43:40.643946] Bureau aggregated: 0 secured, 9 unsecured, 4 paylater","[2026-05-05T16:43:24.466309] Bank pipeline: 18 txns ({'rule_based': 18, 'llm_based': 0, 'fallback': 0})","[2026-05-05T16:43:40.646742] Reconciliation: declared IDR 77,000,000 vs bureau IDR 101,763,769 (gap: IDR 24,763,769)","[HITL] Reconciliation review: decision=proceed, gap=24,763,769 IDR, by=ninad@flin.co.id","[2026-05-05T16:43:55.682936] TOIR: 86.3% | FOIR: 46.0% → PASS","[2026-05-05T16:44:03.055577] Profile check (training_data_only): employer_conf=Low, applicant_conf=Medium, web_hits=0","[2026-05-05T16:44:33.812755] Risk: Approve with Conditions","[HITL] Final decision: approve, amount=0 IDR, by=ninad@flin.co.id","[2026-05-05T16:45:17.810391] HTML report → output/credit_report_evi_meiwatiningsih_20260505_1645.html","[2026-05-05T16:45:18.347465] Excel → output/credit_template_evi_meiwatiningsih_20260505_1645.xlsx"],"application_id":"32010141XXXXXXXXXX"}