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World class big data + AI platform for transforming credit decision across the credit lifecycle by consistently improving approval rates by 15-40% and bringing down loss rates by 10-25%. Data-Modeling-Strategy-Implementation cycle comes down to weeks from current 12 Months+
Incremental “Lift” created from three key areas of expertise
1. Feature Space – Bureau/Non-Bureau
- Use of non-Bureau / alternate data sources as well as deep tradeline data for credit decisions
- Prebuilt powerful predictor library based on 100+ yrs. of credit experience
- Preceded features that drive better credit decisioning based on client insight across engagements
2. Unique AI methodology
- Unique neural network modelling methodology to improve credit decisioning for applicants at the “margin”
- Superior model performance leveraging AI in champion/challenger with “lift” in the 10-25% range
- Models are FCRA compliant and meet explainability requirements
3. Integrate into existing bank processes real-time; plug & play SaaS solution:
- Full lifecycle solution which integrates into real time and batch process of the bank
- Performance which scales to requirements based on tech. architecture
- Prebuilt predictors & models in platform for rapid deployment & ROI
- Flexibly configure risk appetite of bank using Strategy Builder
- Advanced visualization and reporting
Low latency, scalable, cutting edge AI-ML platform, which delivers exponential results, leveraging our deep domain expertise
SOLUTION OR SERVICE TYPE
Advanced Data and Analytics Software (beyond BI), Anti-Fraud Systems, Artificial Intelligence (AI) Platforms, Business Intelligence & Reporting Systems, Commercial Loan Origination Systems, Complex Lending Origination Systems, Core Banking Systems, Credit Loss Accounting (IFRS / CECL) Systems, Credit Risk Management Systems, Customer Relationship Management (CRM ) Systems, Data Platforms/Data Aggregators, Enterprise Risk Management Systems (ERM), Enterprise Stress Testing Systems, Financial Enterprise Risk Management, Insurance Data Sets/Products, Insurance Fraud Detection and Risk Analytics Systems, Insurance Modeling Tools (catastrophe, cyber, other liabilities, Investment & Risk Analysis Systems, Know Your Customer Systems (KYC), Predictive Analytics / Modeling, Real-Time Decision Engine (Insurance), Retail Loan Origination Systems, Retail Loan Servicing and Collections Systems, Robotic Process Automation, Unstructured Data Analysis Tools