Customers: Innodata
Contractors: Datakatalog Product: Arenadata CatalogProject date: 2022/08 - 2023/03
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2023: Use of Arenadata Catalog
Innodata selects Arenadata Catalog to develop the data management platform. This was announced on April 26, 2023 by Arenadata (Arenadata Software).
Innodata has extensive experience in implementing comprehensive projects to build data quality management systems based on its own methodology financial in and, transport industries as well as in other large companies operating in the B2C segment.
Within the framework of the concluded strategic cooperation agreement, Innodata plans to use Arenadata Catalog in management projects, data as well as to implement its own D/MLOps solution for an advanced analysts application. machine learning
The combination of two technologies - data quality management (Data Governance) and automation of the life cycle of machine learning models (MLOps) - makes it possible to provide the customer with a unified approach to understanding data at the level of the entire organization, expand the use of ML within the company and reduce the time-to-market for solutions based on artificial intelligence technologies .
The "Innodata" proposed approach provides: improving the quality and speeding up the search for the necessary datasets; unification of the process of development, implementation, monitoring and retraining of models; storage of data on experiments and versions of models for reproducibility of results; infrastructure for deploying ML models; Assess the impact of models on business metrics continuous monitoring of data quality.
One of the key areas of our company's activity is to increase the efficiency of the customer's business and manage customer experience by improving the quality of data used for analytics and building ML models, "said Alexander Sergienko, Executive Director of Innodat. - We have been working with Arenadata products for several years and have already successfully used them in our projects in the field of business analytics. Partnership with Datakatalog will solve the problem of import substitution in the field of tools for storing and managing data quality. We are actively testing the Arenadata Catalog solution as part of pilot projects for our customers and plan to announce the results of the first commercial implementations in the near future. |
The emergence of integrated products that combine advanced analytics tools based on machine learning and data cataloging Arenadata Catalog is an expected step in the development of the partnership between Innodata and DataCatalog. The introduction of such products will significantly increase the performance of data scientist commands and, as a result, our customers will receive a reduction in the time and cost of implementing innovative solutions, and will increase the return on investment in modern technologies. We are confident that the joint work of the companies will allow offering Russian companies solutions that significantly increase the efficiency of working with data and machine learning technologies, "said Ivan Novosyolov, General Director of DataCatalog. |