GiniMachine

GiniMachine

HES FinTech
Modeller

Modeller

Paragon Business Solutions
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About

GiniMachine is an AI-based solution for automated decision making. It utilizes advanced machine learning algorithms and company's historical data to build high-performing scoring models. It can be used for credit scoring, collection scoring, application scoring, and expanding marketing (churn prediction), and sales (cross-sell and upsell) opportunities. The system uses a custom implementation of the decision tree ensemble method strengthened with a set of heuristics for preliminary data processing and preparation. The models that are built and provided by GiniMachine are fully compliant with BASEL requirements. The ability of the software to work with massive amounts of data can simplify the application scoring by identifying creditworthy borrowers in various industries. Using historical data of your business, GiniMachine can increase the returns in online loans, auto finance, POS lending, and more.

About

Over thirty years of credit risk modelling expertise wrapped into model building software for today’s age of machine learning. Modeller is a feature-rich, flexible, interactive and transparent tool that helps organizations get the best from their analytical teams. It supports a choice of techniques, the rapid development of powerful models, full explainability and the advancement of less experienced team members. Choose from numerous modeling techniques, including machine learning, for optimal predictive accuracy – especially on datasets with multicollinearity and complex interrelationships. Create industry-standard continuous and binary target models at the click of a button. Use decision tree modeling with CART and CHAID trees. Choose from logistic regression, elastic net models, survival analysis (Cox PH), random forests, XGBoost, stochastic gradient descent and more. Export options for implementation in other scoring and decisioning software include SAS, SQL, PMML and Python.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Organizations interested in an AI-based solution for automated decision making

Audience

Banks, lenders, fintechs, all organizations that develop and use analytic models to make decisions

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Pros & Cons from Real Users

Pros

  • Functional and affordable software for AI/ML decision-making in lending. Requires no complicated training. Implementation and onboarding are super fast.

Cons

  • The software requires quite a large amount of data for reliable predictive analytics. We had enough, but some customers may not have enough data (1000+ loans issued).

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

HES FinTech
Founded: 2017
Lithuania
ginimachine.com

Company Information

Paragon Business Solutions
Founded: 1991
United Kingdom
www.credit-scoring.co.uk/modeller

Alternatives

OnPoint CORTEX

OnPoint CORTEX

OnPoint - A Koch Engineered Solutions Company

Alternatives

OneScore

OneScore

Equifax for FinTech
Paris

Paris

Paragon Business Solutions

Categories

Categories

Integrations

CREDITONLINE Supported
Ultimus Digital Process Automation Suite Supported

Integrations

CREDITONLINE Not Supported
Ultimus Digital Process Automation Suite Not Supported
Claim GiniMachine and update features and information
Claim GiniMachine and update features and information
Claim Modeller and update features and information
Claim Modeller and update features and information