List of the Top 13 Metadata Management Software for Google Cloud BigQuery in 2025

data.world is a cloud-based platform meticulously crafted for modern data ecosystems, facilitating effortless management of updates, migrations, and ongoing maintenance. The straightforward setup process is enhanced by a growing array of pre-built integrations compatible with all leading cloud data warehouses. When quick results are paramount, teams should focus on tackling real business issues instead of wrestling with complicated data management tools. data.world streamlines the experience for all users, not just data specialists, equipping them to obtain clear, accurate, and timely responses to a wide range of business questions. Our platform boasts a cloud-native data catalog that links disparate and distributed data to familiar business concepts, creating an accessible, cohesive knowledge base for everyone. Additionally, in addition to our enterprise offerings, data.world nurtures the largest collaborative open data community worldwide, where participants work together on various projects, including social bot detection and prestigious data journalism endeavors, fostering innovation and collective learning. This vibrant environment not only promotes knowledge sharing but also empowers users to harness data in inventive and meaningful ways, ultimately driving impactful solutions across different sectors.

Discover an innovative, fully managed solution for data exploration and metadata organization that efficiently adapts to your needs. As a special offer, new customers can take advantage of $300 in free credits for Google Cloud services throughout their Free Trial. Every user is entitled to up to 1 MiB of complimentary storage for their business or ingested metadata, along with the ability to make 1 million API calls without charge. Experience the ease of locating your data through a powerful yet user-friendly faceted-search interface. The service automatically synchronizes technical metadata while creating structured tags for business-related information. Protect sensitive data effortlessly with automatic tagging, facilitated by integration with Cloud Data Loss Prevention (DLP). You can gain immediate access and scale your operations seamlessly, without the hassle of managing infrastructure. Any team member can easily discover or tag data using an intuitive interface, which uses the same advanced search technology as Gmail or through API access. With Data Catalog being completely managed, starting and expanding your usage is a breeze. Leverage Cloud IAM and Cloud DLP integrations to ensure compliance and maintain robust data security protocols, laying a strong groundwork for all your data management objectives. This service not only streamlines data processes but also fosters improved collaboration and productivity throughout your organization, empowering teams to work more effectively together.

Hackolade stands at the forefront of data modeling for NoSQL and multi-model databases, offering an extensive array of tools suitable for a wide range of NoSQL databases and APIs. As the sole data modeling solution for platforms such as MongoDB, Neo4j, Cassandra, ArangoDB, BigQuery, Couchbase, Cosmos DB, Databricks, DocumentDB, DynamoDB, Elasticsearch, EventBridge Schema Registry, Glue Data Catalog, HBase, Hive, Firebase/Firestore, JanusGraph, MariaDB, MarkLogic, MySQL, Oracle, PostgreSQL, Redshift, ScyllaDB, Snowflake, SQL Server, Synapse, TinkerPop, YugabyteDB, and others, Hackolade clearly dominates the market. Additionally, it extends its visual modeling capabilities to Avro, JSON Schema, Parquet, Protobuf, Swagger, and OpenAPI, and is continuously expanding its offerings for its physical data modeling engine. Designed with user-friendliness in mind, the software combines simplicity with powerful visualizations, facilitating the adoption of NoSQL technology for users. Its tools empower functional analysts, designers, architects, and DBAs working with NoSQL technology to achieve enhanced transparency and control, which ultimately leads to shorter development cycles, improved application quality, and diminished risks in execution throughout the organization. Furthermore, Hackolade's commitment to innovation ensures that users stay ahead in the rapidly evolving landscape of data management.

Effectively uncover, document, and manage your metadata with ease. Dataedo provides a variety of automated metadata scanners that connect with various database technologies, extracting data structures and metadata to fill your metadata repository. With just a few clicks, you can construct a detailed catalog of your data while outlining each element. Simplify table and column names using intuitive aliases, and deepen your comprehension of data assets by including user-defined descriptions and custom fields. Utilize sample data to enhance your understanding of the contents within your data assets, allowing you to better evaluate the information before use and ensure its quality. Uphold high data standards through effective data profiling methods. Promote widespread access to data knowledge throughout your organization. By enhancing data literacy and democratizing access, you empower every member of your organization to utilize data more efficiently with an easy-to-use on-premises data catalog solution. Ultimately, a well-organized data catalog plays a crucial role in nurturing data literacy, which will lead to more informed decision-making processes across all levels of your organization. This collective knowledge can drive innovation and foster a data-driven culture.

Decube is an all-encompassing platform for data management tailored to assist organizations with their needs in data observability, data cataloging, and data governance. By delivering precise, trustworthy, and prompt data, our platform empowers organizations to make more informed decisions. Our tools for data observability grant comprehensive visibility throughout the data lifecycle, simplifying the process for organizations to monitor the origin and movement of data across various systems and departments. Featuring real-time monitoring, organizations can swiftly identify data incidents, mitigating their potential disruption to business activities. The data catalog segment of our platform serves as a unified repository for all data assets, streamlining the management and governance of data access and usage within organizations. Equipped with data classification tools, organizations can effectively recognize and handle sensitive information, thereby ensuring adherence to data privacy regulations and policies. Moreover, the data governance aspect of our platform offers extensive access controls, allowing organizations to oversee data access and usage with precision. Our capabilities also enable organizations to produce detailed audit reports, monitor user activities, and substantiate compliance with regulatory standards, all while fostering a culture of accountability within the organization. Ultimately, Decube is designed to enhance data management processes and facilitate informed decision-making across the board.

Google Cloud's Dataplex acts as a sophisticated data fabric that enables businesses to efficiently discover, oversee, monitor, and govern their data across multiple platforms such as data lakes, warehouses, and marts, all while ensuring consistent controls that guarantee access to trustworthy data and support extensive analytics and AI projects. By providing a unified interface for managing data, Dataplex simplifies tasks such as data discovery, classification, and metadata enhancement for a range of data types, including structured, semi-structured, and unstructured data located both within Google Cloud and in external settings. It logically organizes data into business-relevant domains via lakes and data zones, thus facilitating easier data curation, tiering, and archiving processes. The platform's centralized security and governance capabilities allow for effective management of policies, comprehensive monitoring, and detailed auditing across disparate data silos, fostering a sense of distributed data ownership while ensuring overarching control. In addition, Dataplex features automated assessments of data quality and lineage tracking, which bolster the trustworthiness and traceability of data, assuring organizations of the reliability of their data-driven choices. By merging these features, Dataplex not only simplifies the intricacies of data management but also fosters improved collaboration among teams dedicated to analytics and AI, ultimately driving innovation and efficiency. This comprehensive approach equips organizations to harness their data assets more effectively in a rapidly evolving digital landscape.

DataHub stands out as a dynamic open-source metadata platform designed to improve data discovery, observability, and governance across diverse data landscapes. It allows organizations to quickly locate dependable data while delivering tailored experiences for users, all while maintaining seamless operations through accurate lineage tracking at both cross-platform and column-specific levels. By presenting a comprehensive perspective of business, operational, and technical contexts, DataHub builds confidence in your data repository. The platform includes automated assessments of data quality and employs AI-driven anomaly detection to notify teams about potential issues, thereby streamlining incident management. With extensive lineage details, documentation, and ownership information, DataHub facilitates efficient problem resolution. Moreover, it enhances governance processes by classifying dynamic assets, which significantly minimizes manual workload thanks to GenAI documentation, AI-based classification, and intelligent propagation methods. DataHub's adaptable architecture supports over 70 native integrations, positioning it as a powerful solution for organizations aiming to refine their data ecosystems. Ultimately, its multifaceted capabilities make it an indispensable resource for any organization aspiring to elevate their data management practices while fostering greater collaboration among teams.

Ataccama offers a transformative approach to data management, significantly enhancing enterprise value. By integrating Data Governance, Data Quality, and Master Data Management into a single AI-driven framework, it operates seamlessly across both hybrid and cloud settings. This innovative solution empowers businesses and their data teams with unmatched speed and security, all while maintaining trust, security, and governance over their data assets. As a result, organizations can make informed decisions with confidence, ultimately driving better outcomes and fostering growth.

In just a quarter of an hour, you can establish your automated data catalog and obtain detailed column-level lineage, Entity Relationship diagrams, and comprehensive documentation within a day. This user-friendly system enables effortless tagging, searching, and adding of documentation, ensuring that everyone can easily locate the information they need. Select Star intuitively identifies your column-level data lineage and presents it clearly, allowing you to have confidence in the origins of your data. You can now understand how your organization utilizes data, making it easier to pinpoint relevant data fields without needing to consult others. Furthermore, Select Star guarantees your data's safety by adhering to AICPA SOC2 Security, Confidentiality, and Availability standards, giving you peace of mind. By streamlining access to critical data insights, Select Star enhances collaboration and efficiency across your teams.

By automating the indexing of warehouses, lakes, dashboards, and other elements within your data ecosystem, Metaphor significantly improves data visibility through the integration of utilization metrics, lineage tracking, and indicators of social popularity, ensuring that the most dependable data is presented to your audience. This holistic perspective on data encourages organizational discussions and guarantees that critical information is easily accessible to all team members. Engage effectively with clients by sharing catalog artifacts and documentation directly through Slack, allowing for seamless communication. Additionally, you can tag important discussions in Slack and associate them with specific data points, which encourages collaboration and aids in the organic discovery of relevant terms and usage patterns, thereby dismantling communication barriers. Navigating through your entire data stack becomes a straightforward task, enabling the creation of both detailed technical documentation and user-friendly wikis tailored for non-technical users. You can also offer users direct support via Slack while utilizing the catalog as a Data Enablement tool, thus refining the onboarding experience for a more customized approach. Ultimately, this strategy not only boosts data accessibility but also significantly enhances the data literacy across your organization, empowering all members to make informed decisions. By fostering an environment of collaboration, Metaphor helps build a data-driven culture within your workplace.

Aggua functions as an AI-enhanced data fabric platform aimed at equipping both data and business teams with easy access to their information, building trust, and providing actionable insights for more informed decision-making based on data. With just a few clicks, you can uncover essential details about your organization's data framework instead of remaining unaware of its complexities. Obtain insights into data costs, lineage, and documentation effortlessly, allowing your data engineers to maintain their productivity without interruptions. Instead of spending excessive time analyzing how changes in data types affect your pipelines, tables, and overall infrastructure, automated lineage facilitates your data architects and engineers in reducing the time spent on manual log checks, allowing them to concentrate on implementing necessary infrastructure improvements more effectively. This transition not only simplifies operations but also fosters better collaboration among teams, leading to a more agile and responsive approach to tackling data-related issues. Additionally, the platform ensures that all users, regardless of their technical background, can engage with data confidently and contribute to an organization's data strategy.

Address the challenge of neglected data catalogs with Acryl Cloud, which enhances the realization of value through Shift Left strategies tailored for data creators while providing an intuitive interface for users. This platform allows for the immediate identification of data quality concerns, automates anomaly detection to prevent future complications, and supports quick resolutions when issues do crop up. Acryl Cloud supports both push and pull methods for ingesting metadata, simplifying upkeep while ensuring the information remains trustworthy, up-to-date, and thorough. For smooth operations, data should work effortlessly. Go beyond basic visibility by utilizing automated Metadata Tests that continually uncover insights and highlight new avenues for improvement. By establishing clear asset ownership and applying automatic detection, efficient notifications, and temporal lineage for tracing the origins of issues, organizations can reduce confusion and shorten resolution times. Consequently, this leads to a more streamlined and productive data management framework, fostering a culture of continuous improvement and adaptability.

Visit our product page to discover more about our data integration software, which encompasses solutions tailored for both Active Directory and SharePoint. Our data integration tools empower developers by leveraging the SSIS ETL engine's incredible flexibility and capabilities, allowing connections to nearly any application or data source. Remarkably, this integration can occur without the need for coding, enabling your development processes to be completed in just minutes. Our solutions stand out as the most adaptable offerings available in the market today. Featuring intuitive user interfaces, our software is not only user-friendly but also designed to maximize your return on investment. With a plethora of features at your disposal, our solution ensures you can achieve optimal performance while maintaining budget efficiency, making it an essential choice for any organization seeking robust data integration. Additionally, our commitment to ongoing support means you'll always have assistance when needed.