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ease
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design
support

Average Ratings 0 Ratings

Total
ease
features
design
support

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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

The challenges posed by bad debts are more pronounced for SME loans compared to other retail financing options. To tackle these issues, it is essential to leverage skilled resources effectively, and no organization does this better than Scorto. There is a pressing need to lower operational costs associated with SME loans while simultaneously enhancing operational efficiency. In light of the intense competition within the SME market, it is crucial to continually refine credit strategies and accurately measure performance. A thorough financial analysis of potential borrowers' businesses is necessary, along with the automation of the SME loan application process. Implementing risk-based pricing is vital, as is conducting comprehensive credit risk assessments throughout the entire loan lifecycle. Companies must also focus on scoring, rating, and segmenting their clients. Additionally, evaluating payment dynamics and assessing credit risk involves estimating crucial parameters such as Probability of Default (PD), Exposure at Default (EAD), and Loss Given Default (LGD), which are necessary for calculating Risk-Weighted Assets (RWA) as per Basel II guidelines. Furthermore, tools for supporting Cross-Sell and Up-Sell decisions should be integrated, along with effective Business Rules and Process Management for SME lending. Regularly automated re-evaluation of default risk and key financial ratios is essential for an accurate analysis of SMEs. This comprehensive approach not only mitigates risk but also fosters growth and stability in the SME lending landscape.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

CREDITONLINE
Ultimus Digital Process Automation Suite

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

Scorto

Founded

2001

Country

United States

Website

scorto.com/loan-manager-sme/

Product Features

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

Product Features

Commercial Loan

Asset Management
Audit Trail
Complex Debt Structures
Dashboard
Document Management
Exposure Management
Lead Management
Pipeline Management
Risk Management
Trend Analysis

Loan Servicing

Accounting Management
Amortization Schedule
Application Management
Auto Loans
Automatic Funds Distribution
Business Loans
Collateral Tracking
Collections Management
Compliance Management
Construction Loans
Customer Database
Fee Management
Investor Management
Loan Processing
Student Loans

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