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Average Ratings 0 Ratings

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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 No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

CREDITONLINE Yes 
Ultimus Digital Process Automation Suite Yes 

Integrations

CREDITONLINE No 
Ultimus Digital Process Automation Suite No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

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 No 
Benchmarking No 
Data Blending No 
Data Mining No 
Demand Forecasting No 
For Education No 
For Healthcare No 
Modeling & Simulation No 
Sentiment Analysis No 

Product Features

Commercial Loan

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

Loan Servicing

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

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