A ConnectingDot Consultancy Pvt. Ltd. (CDPL) FinTech Solution
LADA
AI-Powered Credit Risk Intelligence Platform
Are You Facing These Credit Risk Challenges?
- High NPAs and rising credit defaults
- Limited visibility into borrower risk
- Manual or rule-based credit assessment
- Lack of early warning signals
- Difficulty identifying root causes of default
- Slow and inconsistent loan approval decisions
- Disconnected systems and siloed data
If yes, it’s time to move to intelligent, predictive risk analytics.
Introducing CDPL’s Flagship Platform LADA
LADA (Loan and Advances Data Analytics) is an ML/AI-based credit risk analytics platform designed to help banks and NBFCs make smarter lending decisions across the entire loan lifecycle—from sourcing to repayment monitoring.
Key Capabilities at a Glance
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Intelligent Loan Sourcing
- Predictive borrower risk scoring
- Approve or reject applications with confidence
- Reduced future NPAs
- Faster credit decisions
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Early Warning & Repayment Monitoring
- Continuous portfolio monitoring
- Identify borrowers likely to miss payments
- Proactive risk mitigation
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Root Cause Analysis
- Identify drivers of borrower default
- Analyze financial stress indicators
- Improve underwriting strategies
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Game Theory–Based Risk Models
- Models lending as a two-party decision game
- Segment-specific risk modeling
- Cost vs benefit of default logic
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Enterprise-Ready Architecture
- Web-based & API-based deployment
- Seamless LOS & core banking integration
- VAPT-compliant and secure
Why Choose LADA?
✓ RBI Regulatory Sandbox–shortlisted solution
✓ 85%+ AUM accuracy in NPA prediction
✓ Advanced ML, AI & statistical techniques
✓ Game Theory–driven risk framework
✓ Scalable for banks & NBFCs
✓ Customizable & future-ready platform