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Average Ratings 0 Ratings
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
Laya AI represents a family of open source, non-autoregressive decision models focused on rapid, structured decision-making rather than generating free-form text. It processes a given state along with structured inquiries in a single pass, producing outputs that can be directly utilized by application code. The system encompasses three types of decisions: choice, which identifies among predefined options and yields probabilities; score, which assesses an input based on a ranked scale like urgency or severity; and noul, which estimates the likelihood of a proposition's truthfulness. Tailored for a variety of tasks, Laya can efficiently handle agent and model routing, support ticket triage, and risk assessment, among other applications. Its capabilities include directing requests to the appropriate department, evaluating urgency levels, identifying potential refund or churn indicators, and recognizing policy violations or abuse scenarios. Furthermore, it has the ability to escalate ambiguous situations to more advanced models or human reviewers for additional scrutiny. Ultimately, Laya AI stands out for its versatility and efficiency in decision-making processes across diverse operational needs.
API Access
Has API
No
API Access
Has API
Yes
Integrations
CREDITONLINE
Yes
GitHub
No
Hugging Face
No
Node.js
No
ONNX
No
PyPI
No
Python
No
Ultimus Digital Process Automation Suite
Yes
Integrations
CREDITONLINE
No
GitHub
Yes
Hugging Face
Yes
Node.js
Yes
ONNX
Yes
PyPI
Yes
Python
Yes
Ultimus Digital Process Automation Suite
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
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
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
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
Yes
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
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
Laya AI
Founded
2020
Country
India
Website
laya-ai.com
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