More and more enterprises attach importance to data governance. In such an era of data-driven growth, data governance is becoming the only way for some enterprises or units to digital transformation. Below, let’s briefly introduce 16 data governance tools, ranked in no particular order, including domestic and foreign data governance platforms.
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Theory for intelligent data management platform by the hundred million they independent research and development, integration of metadata management, data standard management, data quality, data integration and management, master data management, data management, data exchange asset management, data security management, data nine product life cycle management module, the module of product can be independent or any combination of use, through data management each link, It can quickly meet various data governance scenarios of government and enterprise users.
Alation
Platform: ASG Technologies
Alation provides a platform for a wide range of data intelligence solutions, including data search and discovery, data governance, data management, analytics and digital transformation. The product has a behavior analysis engine, built-in collaboration capabilities and an open interface. Alation can also analyze data and monitor usage to ensure users have an accurate understanding of data accuracy. The platform also provides insight into how users create and share information from raw data.
ASG technology
Platform: ASG Enterprise Data Intelligence
ASG Technologies provides a data intelligence platform that can discover data from more than 220 traditional and large data sources. The tool has automatic data tagging capabilities through pattern matching, reference data integration, and enrichment metrics. Automated business pipelining enables users to better understand their data, and governance capabilities include the ability to track data across data lakes and traditional sources. ASG’s EDI product offers an impressive portfolio of features, with reference customers praising vendors for their support of various business use cases.
Ataccama
Platform: Ataccama ONE
Ataccama ONE is a comprehensive data management and governance platform that also includes master data management and data quality capabilities. The solution touts a machine-learning-centric user interface and a data processing engine that transforms data, evaluates business rules, and matches and merges rules. The platform supports any data, domain, and various integrations.
Atlan
Platform: Atlan
Atlan’s data Workspace platform provides functionality in four key areas, including data classification and discovery, data quality and profiling, data lineage and governance, and data exploration and integration. The product features a Google-like search interface, automatic data analysis and a searchable business vocabulary for generating consensus on data. Users can also manage data usage and adoption throughout the ecosystem, no matter where the data is located, through fine-grained management and access control.
Collibra
Platform: Collibra
Related products: Collibra Catalog, Collibra Privacy & Risk
Description: Collibra’s data dictionary records an organization’s technical metadata and how it is used. It describes the structure of a piece of data, its relationship to other data, its source, format, and use. This solution provides a searchable repository for users who need to know how and where their data is stored and how it is used. Users can also document roles and responsibilities and leverage workflows to define and map data. Collibra is different because the product is designed for enterprise end users.
Claravine
Platform: Claravine
Claravine’s data standards cloud enables customers to drive internal consistency with standards across data sets, types, and sources. The product can use referable fields and descriptions to create requirements that are easy to follow. Users can also audit, manage and standardize data, and automatically verify the placement and configuration of tabs on landing pages to maintain standards. Claravine touts the ability to grant users or groups the correct roles and permissions through standard and custom Settings, as well as the ability to view, audit, and visualize platform activities using dashboards.
Egnyte
Platform: Egnyte
Description: Egnyte offers a content security, compliance and collaboration solution that manages an organization’s files no matter where they are located. The product features multiple user access capabilities, lifecycle management, data security, compliance, business process management, and API integration through a unified solution. Information governance functions include finding valuable sensitive data, compliance automation, etc. Egnyte also advocates fine policy control for remote work and modern file systems.
erwin
Platform: Erwin Data Governance
Related products: Erwin Data Intelligence Suite, Erwin Data Catalog, Erwin Data Literacy, Erwin EDGE Portfolio Description: Erwin provides a unified software platform for combining data governance, enterprise architecture, business processes, and data modeling. Delivered as a managed service, the product allows users to discover and harvest data, as well as build and deploy data sources by connecting physical metadata to specific business terms and definitions. Erwin imports metadata from data integration tools as well as cloud-based platforms and can evaluate complex lineages across systems and use cases.
Immuta
Platform: Immuta
Note: Immuta’s automated data governance platform enables users to discover and access data through dedicated data directories. The product has an intuitive policy generator that provides author policies in plain English without coding, so security leaders can write policies across any data. Immuta also enables compliant collaboration through projects, controlled workspaces where users can share data. When users switch projects, they will have the correct permissions and control. Immuta runs as a containerized solution locally, in the cloud, or through a hybrid model.
Informatica
Platform: Axon Data Governance
Related products: Informatica Product 360, Informatica customer 360, Informatica supplier 360
Description: Informatica Axon Data Governance is an integrated automated Data Governance solution that provides quick access to curated Data. The product ensures that teams can find, access, and understand the data they need through selected markets. Axon also supports data dictionary development to provide a consistent source of business context across multiple tools. Users can also use this solution to visualize data lineage, automatically measure data quality, and ensure data privacy.
oracle
Platform: Oracle Enterprise metadata Management
Related products: Oracle Cloud Infrastructure data directory
Oracle Enterprise Metadata Management is a metadata management platform that collects and categorizes metadata from any provider. The product allows interactive searching and browsing of metadata, and provides data lineage, impact analysis, semantic definition, and semantic usage analysis for any metadata asset in the catalog. Oracle Enterprise Metadata Management also touts advanced algorithms that stitch together Metadata assets from each provider.
OvalEdge
Platform: OvalEdge
OvalEdge provides a local data catalog and governance toolset that crawls databases, data lakes, and back-end systems to create smart catalogs of information. The product provides a discovery platform that both novice and experienced analysts can use to quickly discover data. OvalEdge includes built-in governance tools that help define standard business vocabularies, data assets, PII, and restrict access through a variety of roles. It also organizes data automatically through machine learning and advanced algorithms.
SAP
Platform: SAP Master Data Governance
Related products: Master data governance on SAP S / 4HANA
SAP provides enterprise MDM capabilities through its SAP Master Data Governance product. The solution can be deployed locally or in the cloud and enables users to consolidate and centrally manage master data. SAP includes support for all master data domains and implementation styles, pre-built data models, business rules, workflows, and user interfaces. Master data governance also allows you to define, validate, and monitor established business rules to validate master data readiness and analyze data management performance.
Segment
Platform: Segment
Description: Segment provides a customer data platform (CDP) that collects user events from our mobile applications and provides a complete data toolkit for organizations. The product can be divided into three iterations based on user roles (segmentation of marketing team, product team, or engineering team). Segments work by letting you standardize data collection, unify user records, and route customer data to whatever system you need. The solution also touts more than 300 integrations.
Semarchy
Platform: Semarchy xDM
Description: Semarchy offers a master data management solution called xDM. The product utilizes machine learning algorithms to implement management and advanced matching, survival, management and classification. The tool has a native data model that promotes transparent pedigree, audibility, and governance. XDM can integrate any data source through real-time and batch apis to integrate data centers with existing applications and business processes. Semarchy offers a 30-day free license key trial of xDM for internal deployment and the cloud.
Talend
Platform: Talend data directory
Related products: Talend Open Studio, Talend Data Structure, Talend Data Management Platform, Talend Data Preparation, Talend Big Data Platform, Talend Data Service Platform, Talend Integration Cloud, Talend Stitch Data loader
Talend data directory automatically crawls, profiles, organizes, links and rich metadata. Up to 80 per cent of the information associated with the data is automatically recorded and kept up to date through intelligent relationships and machine learning. Key functions of data catalog include faceted search, data sampling, and semantic discovery. Categorize and automatically configure files. The tool also includes social planning and data relationship discovery and authentication, as well as a suite of design and productivity tools.