Rialto™
Rialto™ is a software platform for the development and execution of Artificial Intelligence solutions. Rialto™ enables Big Data analysis and monitoring, phenomena forecasting and decision model explanation.
Main features
Rialto™ is extensible, scalable and easily integrable in customer’s environment
Deductive and inductive approach
Rialto™ combines “data oriented” methods based on machine/deep learning withg automatic reasoning and Answer Set Programming
Extensible and easiliy integrable
Rialto™ can be extended with algorithms and models defined by users. The platform can interoperate with customer’s environment by API and REST services
Cloud native
The platform enables Big Data storage and processing, both on-premise and in cloud
Explanation
AI models are made understandable for final users, enabling a better huma-machine co-operation
Main components
Rialto™ is designed to support the whole data analysis lifecycle, through an interactive environment for data scientists and a server for data analysis processes’ automation
Rialto™ Data Scientist Environment
Rialto™ DSE is an author module that makes available to data scientists all tools for an interactive design of data analysis workflows.
Rialto™ Server
Rialto™ Server enables the automatic execution of data analysis workflows and interact with customer’s environment though APIs and REST services. Rialto™ Server uses real-time data processing big data analytics techniques.
Compliant with CRISP-DM methodolgy
Rialto™ enables data analysis and data quality tasks making supporting better strategic and operative decisions
Data understanding
Rialto™ enbles Data Acquisition by plugins for data ingestion from external sources.
Moreover, a number of Data Exploration techniques made possible a deep comprehension of available data
Data preparation
Rialto™ suppport different Data Processing techniques:
– Filtering: data selection based on attribute and data relevance;
– Cleaning: missing values and data error management;
– Normalizzation and integration.
Modeling e Evaluation
There are more than 30 descriptive and predictive algorithms available, and moreover automatic reasoning techniques are supported.
Model performances can be evaluated by state-of-the art tools and techniqeus.
Deployment
Data analysis workflows are automatic executed by Rialto™ Server.
