List of the Top 6 Metadata Management Software for Collibra in 2025

Manta functions as a comprehensive data lineage platform, acting as the central repository for all data movements within an organization. It is capable of generating lineage from various sources including report definitions, bespoke SQL scripts, and ETL processes. The analysis of lineage is based on real code, allowing for the visualization of both direct and indirect data flows on a graphical interface. Users can easily see the connections between files, report fields, database tables, and specific columns, which helps teams grasp data flows in a meaningful context. This clarity promotes better decision-making and enhances overall data governance within the enterprise.

Datameer serves as the essential data solution for examining, preparing, visualizing, and organizing insights from Snowflake. It facilitates everything from analyzing unprocessed datasets to influencing strategic business choices, making it a comprehensive tool for all data-related needs.

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.

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.

Design a scalable framework that prioritizes data products, treating them as essential components of the system. Automate and repurpose these data products effectively while ensuring compliance and strong data governance practices are in place. Manage the expenses associated with your data products and pipelines, particularly within Snowflake, to optimize resource allocation. For this leading global pharmaceutical company, data product teams stand to gain significantly from advanced analytics facilitated by a self-service data and analytics ecosystem that incorporates Snowflake along with other tools that embody a data mesh philosophy. The DataOps.live platform is instrumental in helping them structure and leverage next-generation analytics capabilities. By fostering collaboration among development teams centered around data, DataOps promotes swift outcomes and enhances customer satisfaction. The traditional approach to data warehousing has often lacked the flexibility needed in a fast-paced environment, but DataOps can transform this landscape. While effective governance of data assets is essential, it is frequently regarded as an obstacle to agility; however, DataOps bridges this gap, fostering both nimbleness and enhanced governance standards. Importantly, DataOps is not solely about technology; it embodies a mindset shift that encourages innovative and efficient data management practices. This new way of thinking is crucial for organizations aiming to thrive in the data-driven era.