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Select Star
Select Star
Select Star is a data discovery platform focused on making data management and data governance easy. While data is becoming more integral to the growth of organizations across all industries, the challenge of keeping that data org...Read more about Select Star
Contentverse
Contentverse
With Contentverse document management, you're never from from everything you need. Offering cloud and on-prem deployment options and customizable user configurations, Contentverse can work for the unique demands of your department...Read more about Contentverse
Dataedo
Dataedo
Dataedo is a cloud-based data governance software that helps businesses in IT, healthcare, food and beverage, and other sectors build data catalogs, manage data quality, and create visual models from a unified platform. It support...Read more about Dataedo
Infor Data Lake
Infor Data Lake
Infor Data Lake is a cloud-based software designed for businesses in technology, healthcare, manufacturing and other industries. It is used to manage and analyze large amounts of data. Key features include data warehousing, real-t...Read more about Infor Data Lake
SAP PowerDesigner
SAP PowerDesigner
SAP PowerDesigner helps businesses to transform their data architecture and information management processes by enabling them to model and implement complex transformations. With SAP PowerDesigner, developers and data architects c...Read more about SAP PowerDesigner
Accurity
Accurity
Accurity is a data intelligence platform designed to help businesses, from small to big, with data management and governance processes. Businesses can choose from a range of solutions covering many aspects of management and govern...Read more about Accurity
Solidatus
Solidatus
Solidatus gives you trust in your data and confidence in your decisions. Get fast insights with dynamic discovery, game-changing visualization and the ability to sustainably govern your complex data landscape. By revealing hidden...Read more about Solidatus
data.world
data.world
data.world is a cloud-based metadata management software that helps businesses in IT, advertising, education, and other sectors manage data discovery, governance, and automation processes from a centralized platform. The platform ...Read more about data.world
Centralpoint
Centralpoint
Centralpoint, by Oxcyon is featured in Gartner’s Magic Quadrant for Digital Experience Platforms is a Microsoft based technology which be installed either on-premise or in the cloud. It is an N-Tiered, highly scalable, roles based...Read more about Centralpoint
Informatica Intelligent Cloud Services
Informatica Intelligent Cloud Services
Informatica Intelligent Cloud Services is designed to help businesses streamline data integration, security, quality management and other operations for cloud-based and on-premise applications. The platform includes API management...Read more about Informatica Intelligent Cloud Services
Collibra
Collibra
Collibra unites organizations by delivering trusted data for every use, for every user, and across every source. Our Data Intelligence Cloud brings flexible governance, continuous quality and built-in privacy to all types of data....Read more about Collibra
ThinkData Platform
ThinkData Platform
Data is more available than ever, but varied sources, inconsistent formats, and an evolving compliance landscape make it difficult to manage. Maximizing return on your data investments requires the right strategy and toolset. Th...Read more about ThinkData Platform
Informatica Intelligent Data Management Cloud
Informatica Intelligent Data Management Cloud
Master Data Management by Informatica helps to bind business systems and processes together. It assists in data-driven digital transformation, omni-channel retailing, supply chain optimization and more. Its benefits include single...Read more about Informatica Intelligent Data Management Cloud
Oracle Data Management Platform
Oracle Data Management Platform
Oracle BlueKai is a cloud-based platform that assists small to large size enterprises with data management. Key features include consumer segmentation, campaign analysis and customer targeting. Marketers can use Oracle BlueKa...Read more about Oracle Data Management Platform
Zeenea Data Discovery Platform
Zeenea Data Discovery Platform
Zeenea is the Data Discovery Platform built for everyone to find, trust, and unlock the value of enterprise data. The cloud platform features two modern user experiences: Zeenea Studio is the application designed for data experts ...Read more about Zeenea Data Discovery Platform
Manta
Manta
MANTA’s unified lineage platform automatically scans a data environment to build a map of data flows and deliver it through a native UI and other channels to both technical and non-technical users. With MANTA, users gets visibilit...Read more about Manta
decube
decube
decube is a user-friendly data observability platform that provides the following features: - A no-code solution to deploy data quality monitoring that's automated and sends users alerts whenever there's a data quality incident. ...Read more about decube
SSIS Integration Toolkit
SSIS Integration Toolkit
The SSIS Integration Toolkit is a robust suite of integration solutions containing over 300 unique data integration tools for connectivity and productivity. These software solutions empower developers with the flexibility and capa...Read more about SSIS Integration Toolkit
ONIXEDIT
ONIXEDIT
OnixEdit is an all-in-one tool for publishers that runs on Windows, which enables the management of book metadata, access to a text editor, and other features all centralized on one platform....Read more about ONIXEDIT
IBM Cloud
IBM Cloud
IBM Cloud is an Platform-as-a-Service solution that provides businesses with a secure public cloud to manage data and applications. Administrators can employ the cloud activity tracker to view, manage and audit user activity to ma...Read more about IBM Cloud
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Buyers Guide
Last Updated: March 16, 2023It is a crucial task for companies to properly manage and maintain their metadata repositories in order to make better data-informed business decisions and avoid regulatory penalties.
Metadata management software can help businesses organize created and collected data to facilitate easy accessibility, integration, and analysis of metadata. Without a reliable metadata management solution, your metadata repository may fall victim to critical errors that not only affect decision-making but also decrease the productivity of your IT team.
Here’s what we'll cover:
What is metadata management software?
Metadata management software improves companies’ metadata maintenance and administration processes by providing a centralized repository for metadata. These platforms also decrease the complexity of metadata file keeping, allowing IT teams to efficiently collect, access, and analyze their metadata.
Metadata management solutions are also able to identify key characteristics of recorded data, such as data type, size, storage location, version, and connection. These features prove useful when seeking to ensure that governance and compliance standards are met.
Common features of metadata management software
While features vary from product to product, metadata management software typically offers some or all of the following functionality:
Data catalog | Access an organized inventory of all data assets. |
Data governance | Build a collection of processes, policies, and standards to support your organization’s regulatory compliance efforts. |
Data lineage | Give visibility to the origin, history transformation, and location of data. |
Access control | Regulate who can view information within the system. |
Compliance management | Track and manage non-adherence to policies in a service, product, process, or supplier behavior. |
Data connectors | Extract data from source locations and write it into a destination location. |
Data discovery | Discover and connect a variety of data to create relevant data summaries. |
Data glossary | Access a collection of terms that define key data characteristics. |
Data profiling | Examine, analyze, and organize data to create relevant summaries. |
Data quality control | Establish guidelines on how much and what kind of data can be stored in the repository. |
What type of buyer are you?
Public relations firms and entertainment companies: Public relations firms and entertainment companies mainly operate in a digital landscape. Metadata provides these companies with key SEO insights that helps businesses effectively structure their content for their target audience, ultimately impacting the content these businesses produce. This is why it is essential for public relations firms and entertainment companies to automate metadata collection workflows. These buyers should choose a metadata management solution that enables the detailed organization and analysis of metadata to streamline the content procurement process.
Financial and healthcare organizations: Companies that operate within the financial and healthcare industries are constantly coming in contact with sensitive data. For data compliance reasons, this data must be stored, cataloged, and analyzed carefully. These organizations should choose metadata management software that puts emphasis on governance to ensure their data consistently meets all regulatory requirements.
Insurance agencies: For these buyers, itʻs crucial to obtain a metadata management solution that validates all metadata stored in their repository. Data quality control is an important factor in ensuring that insurance professionals can make good, data-informed decisions about which customers to insure, how much to charge customers, and other daily considerations. These buyers should choose a metadata management solution that effectively tracks errors in the data repository and makes necessary corrections.
Benefits of metadata management software
Enhances data quality: In order to maintain data quality, companies must quickly identify and rectify all potential data inconsistencies in their repository. Metadata management software improves the overall quality of an organizationʻs metadata repository by automating the processing of all data issues in real time.
Encourages regulatory compliance: Metadata must be accurately collected and classified to effectively complete regulatory compliance audits. If a company’s metadata is incorrectly cataloged, there may be legal and financial consequences. Metadata management software flags sensitive data for easy identification, ensuring regulatory compliance.
Accelerates project delivery speed: Today, it's crucial for a company to possess accurate metadata since metadata fuels most companies’ marketing initiatives. Metadata management software automates the metadata collection and analysis process, increasing the accuracy of an organization’s database, therefore accelerating the deployment of projects.
Key considerations for purchasing metadata management software
Here are a few factors to consider when purchasing metadata management software:
Data visualization options: Knowledge graphs, mind maps, and other data visualization tools can help businesses better understand and visualize their metadata landscape. Be sure to choose a metadata management software solution that features data visualization tools so that your IT team is able to make data-informed decisions faster.
Technical support: Although metadata management software helps automate metadata collection, catalytic, and analyzation processes, you must still consider the needs of your IT team. If your metadata management software happens to malfunction, will your IT team be able to receive the help it needs? Ask your software vendor if they offer 24/7 support to set your IT team up for success.
Automated data harvesting options: It’s important to understand that not all metadata management solutions automate the harvesting of both data-at-rest and data-in-motion sources. When purchasing a metadata management platform for your organization, be sure to ask how in-depth your software solution of choice goes when gathering metadata.
Market trends to understand
Today, most metadata management platform vendors are invested in the expansion of analytics. Consider the following market trends when searching for a metadata management platform for your organization:
Augmented analytics: Augmented analytics is a process that takes data from raw data sources and analyzes and reports it using natural language processing. This reporting technique makes understanding data reporting easier for employees that do not come from an information technology background. Augmented analytics eliminates the need for IT professionals to interpret the findings of machine learning.
Cloud analytics: Cloud analytics is an alternative to on-premise analytics. Much like the name suggests, cloud analytics stores and analyzes data in the cloud. This type of data analytics is much more scalable, which is optimal for growing businesses. Cloud analytics algorithms are applied to large databases to efficiently identify patterns and offer future predictions at a fraction of the cost of on-premise analytic solutions.