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Bali Credit and Collection Perbankan & Koperasi September 2026

Intelligent Credit Factory

Intelligent Credit Factory

Perkembangan teknologi digital, artificial intelligence (AI), big data, dan advanced analytics telah mengubah proses perkreditan perbankan dari pendekatan manual menuju proses yang lebih cepat, terstandar, berbasis data, dan terintegrasi. Konsep credit factory memungkinkan proses kredit dikelola secara end-to-end melalui standardisasi proses, credit scoring, otomasi keputusan, serta penguatan kontrol risiko.

Transformasi proses kredit menjadi semakin penting bagi bank dalam menghadapi kebutuhan nasabah terhadap layanan yang cepat sekaligus tuntutan terhadap kualitas dan pengendalian risiko. Implementasi credit factory yang didukung teknologi dapat membantu meningkatkan efisiensi proses credit origination, underwriting, approval, hingga post-lending monitoring.

Namun, transformasi digital dalam proses kredit tidak hanya berfokus pada kecepatan dan otomasi. Bank juga perlu memastikan kualitas data, akurasi credit assessment, pengelolaan risiko, deteksi fraud, early warning system, serta tata kelola teknologi berjalan secara efektif.

TUJUAN PELATIHAN

1. Memahami konsep dan prinsip Intelligent Credit Factory dalam transformasi proses perkreditan.
2. Meningkatkan kemampuan mengoptimalkan proses kredit secara end-to-end.
3. Memahami pemanfaatan data, AI, dan analytics dalam credit decisioning.
4. Mengembangkan pendekatan risk-based credit processing.
5. Meningkatkan kualitas credit scoring dan credit assessment.
6. Memahami strategi otomasi proses underwriting dan approval.
7. Memperkuat early warning dan monitoring risiko kredit.
8. Meningkatkan efisiensi sekaligus menjaga kualitas portofolio kredit.

MATERI PELATIHAN

1. Intelligent Credit Factory Fundamentals

• Konsep dan evolusi credit factory.
• Karakteristik intelligent credit process.
• Perbedaan traditional, digital, dan intelligent credit factory.
• Prinsip standardisasi, sentralisasi, dan otomasi.

2. End-To-End Credit Process Transformation

• Credit origination hingga loan disbursement.
• Standardisasi workflow kredit.
• Process simplification dan process optimization.
• Identifikasi bottleneck dalam proses kredit.

3. Data-Driven Credit Decisioning

• Peran data dalam keputusan kredit.
• Internal dan external data sources.
• Data quality dan data governance.
• Customer 360° untuk credit assessment.

4. Intelligent Credit Scoring

• Konsep credit scoring.
• Risk segmentation dan customer profiling.
• Credit scorecard.
• Behavioral scoring.
• Pengembangan predictive credit model.

5. AI-Powered Credit Assessment

• Pemanfaatan AI dalam credit analysis.
• Machine learning untuk prediksi default.
• AI-assisted underwriting.
• Automated financial statement analysis.
• Human-AI collaboration dalam keputusan kredit.

6. Automated Credit Underwriting

• Konsep automated underwriting.
• Rule engine dan decision engine.
• Policy-based credit approval.
• Straight-through processing.
• Exception handling dan human intervention.

7. Intelligent Credit Risk Management

• Risk-based credit processing.
• Credit risk identification.
• Probability of Default dan Loss Given Default.
• Risk appetite dan credit policy.
• Risk-adjusted credit decision.

8. Fraud & Credit Misconduct Detection

• Credit fraud typology.
• Fraud detection menggunakan data analytics.
• Anomaly detection.
• Early identification of suspicious applications.
• Integrasi fraud risk dan credit risk.

9. Digital Credit Workflow & Automation

• Digital document processing.
• OCR dan intelligent document recognition.
• Workflow automation.
• API dan system integration.
• Digital approval dan electronic documentation.

10. Early Warning System & Portfolio Intelligence

• Konsep Early Warning System.
• Credit risk indicators.
• Behavioral monitoring.
• Dynamic risk alerts.
• Portfolio-level risk monitoring.

11. Intelligent Post-Lending Management

• Digital post-lending monitoring.
• Monitoring cash flow dan repayment behavior.
• Collateral monitoring.
• Watchlist management.
• Early intervention strategy.

12. Building The Future-Ready Intelligent Credit Factory

• Operating model Intelligent Credit Factory.
• People, process, data, technology, dan governance.
• KPI dan performance measurement.
• Strategi implementasi dan transformation roadmap.
• Continuous improvement dan intelligent credit ecosystem.

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