List of the Top 7 Metadata Management Software for SAP HANA in 2026

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.

The Alation Agentic Data Intelligence Platform brings intelligence, automation, and trust to enterprise data and AI initiatives. Built to unify every aspect of data management, it combines cataloging, governance, search, discovery, lineage, and analytics within a single platform. Its AI-driven agents, including the Documentation Agent, Data Quality Agent, and Data Products Builder, act as intelligent assistants that automate repetitive tasks and scale best practices across organizations. Powered by the Active Metadata Graph and workflow automation, Alation ensures that data is continuously enriched, accurate, and ready for analytics and AI. It creates a marketplace of trusted data products, enabling teams to quickly access, share, and reuse reliable assets. With deep integration capabilities and 120+ pre-built connectors across leading cloud, analytics, and BI platforms, Alation fits seamlessly into modern data ecosystems. Its governance framework helps organizations build trusted AI by ensuring transparency, compliance, and ethical use of data. Businesses benefit from improved efficiency, reduced risk, and the ability to make strategic decisions with confidence. Used by 40% of the Fortune 100, Alation has become a critical enabler of strong data cultures and scalable AI adoption. By combining human expertise with AI-powered automation, it transforms data into a foundation for innovation and growth.

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.

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.

The Alex Platform stands as the ultimate resource for data and business intelligence tailored for your organization. Serving as a fundamental element for our clients' triumph in leveraging data, Alex is designed to streamline operations and maximize value from the moment it is implemented. The Alex Augmented Data Catalog employs cutting-edge machine learning technology, allowing users to quickly tap into a unified data platform that spans the entire enterprise. No matter how complex your technical landscape may be, Alex Data Lineage provides an automated and secure way to trace and understand your data flows. For global teams needing smooth collaboration across different regions, the Alex Intelligent Business Glossary, which boasts a sophisticated interface and comprehensive features, effectively supports this international cooperation. By integrating definitions, policies, metrics, rules, processes, and workflows, Alex addresses the complexities faced by multi-cloud environments and large organizations. This consolidation not only enhances clarity but also fortifies collaboration among teams. Ultimately, the platform equips organizations to initiate robust global data governance strategies, ensuring uniformity and transparency throughout their operations. As companies navigate the evolving data landscape, Alex remains a pivotal ally in achieving their strategic goals.

SOLIXCloud CDP offers a cloud-oriented data management solution designed specifically for modern businesses that prioritize data. By leveraging open-source and cloud-native technologies, it allows companies to manage and analyze their structured, semi-structured, and unstructured data effectively, promoting advanced analytics, compliance with regulations, operational efficiency, and strong data security measures. The platform features essential tools such as Solix Connect for streamlined data ingestion, along with Solix Data Governance, Solix Metadata Management, and Solix Search, all of which create a comprehensive framework for cloud data management. This framework not only aids in the development and execution of data-centric applications like SQL data warehouses and machine learning models but also tackles the growing complexities tied to data management regulations, retention policies, and consumer privacy issues. By doing so, SOLIXCloud CDP equips organizations with the necessary tools to navigate the dynamic realm of data management confidently and effectively. Ultimately, businesses can harness their data better, ensuring they remain competitive in an increasingly data-driven world.

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.