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Description
GiniMachine, an AI-based solution to automated decision making, is called GiniMachine. It uses advanced machine learning algorithms and historical data from companies to create high-performing scoring models.
It can be used to score credit, collect, or apply, expand marketing (churn prediction), as well as sales (cross-sell, upsell) opportunities.
The system uses a customized implementation of the decision tree ensemble technique, augmented with a set
Heuristics for preliminary data processing. GiniMachine provides models for building and supplying.
They are fully compliant to the BASEL requirements.
GiniMachine works with all types of data, raw and prepared, including:
Socio-demographic data
Credit bureaus info
Transactional data
Social network data
Other data.
Description
Monsoon utilizes advanced machine learning-based underwriting models to uncover ongoing trends that allow for the prediction of future repayment behaviors based on extensive borrower data, which includes credit bureau information, bank statements, demographics, location data, and, when available, alternative data sources. These identified trends are distinct for each lender, reflecting their specific methods in borrower sourcing, underwriting processes, and collection strategies. The machine learning system continuously “learns” from the historical portfolio and application-level data of each lender, integrating this with repayment data for every borrower within that portfolio. Monsoon CreditTech’s innovative technology is currently employed by 24 lenders who operate across diverse portfolios in both Retail and MSME lending sectors. In the Retail lending space, various loan products are supported, including Consumer Durable loans, Personal loans, loans for Four or Two-Wheelers, Home loans, and Credit Cards, thus catering to a wide array of borrower needs and financial situations. This adaptability in product offerings allows lenders to better serve their clientele while minimizing risk and optimizing repayment efficiency.
API Access
Has API
API Access
Has API
Integrations
CREDITONLINE
Ultimus Digital Process Automation Suite
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
HES FinTech
Founded
2017
Country
Lithuania
Website
ginimachine.com
Vendor Details
Company Name
Monsoon CreditTech Technologies
Website
monsoonfintech.com/products/
Product Features
Predictive Analytics
AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis
Product Features
Insurance Underwriting and Rating
Broker / Agent Portal
Carrier Upload
Commercial Lines
Comparative Insurance Rating
Customer Portal
For Casualty Insurance
For Health / Medical Insurance
For Life Insurance
For Personal Insurance
Multi-State
Multiple Line Rating
Loan Origination
Amortization Schedule
Audit Trail
Closing Documents
Compliance Management
Customer Database
Digital Signature
Document Management
Fee Management
Loan Processing
Online Application