Your Business Isn’t Legacy. Your Data Governance Shouldn’t Be Either.

Blogs » Your Business Isn’t Legacy. Your Data Governance Shouldn’t Be Either.

Despite major advancements in data architectures, Hive Metastore (HMS) remains deeply embedded and widely used across enterprises. Originally built for an on-premises, batch-processing world, HMS—now over 12 years old—has become a silent bottleneck to innovation. Its limitations are well known:
  1. Lack of fine-grained access controls for modern compliance.
  2. Poor scalability and performance at large data volumes.
  3. Limited support for new data formats and cloud platforms.
  4. Complex integration with modern technology stacks.
  5. Missing advanced features like data lineage, monitoring, and cross-cloud sharing.

These constraints directly affect an organization’s ability to:

  • Discover and operationalize data across departments, clouds, and platforms.
  • Secure sensitive data and manage access intelligently.
  • Demonstrate regulatory compliance (GDPR, HIPAA, CCPA and others).
  • Power AI, analytics, and real-time business initiatives at scale.

Today’s AI models, data strategies, and analytics all rely on trusted, scalable, and well-governed metadata to perform effectively. This shift is inevitable. Starting early gives you a significant competitive advantage. Organizations that continue relying on HMS face growing risks of fragmented governance, higher operational costs, slower time-to-market for innovation, and greater compliance exposure. Meanwhile, businesses that modernize are already unlocking faster AI adoption, easier cross-cloud expansion, stronger regulatory readiness, and new data monetization opportunities.

Unity Catalog: Building a Future-Ready Data Foundation

Databricks Unity Catalog offers the modern governance architecture required for today’s business and technology landscape. Unity Catalog delivers:

  • Centralized metadata governance across clouds, workspaces, and storage.
  • Built-in auditability, full lineage tracking, and regulatory compliance.
  • Fine-grained access control (RBAC and ABAC) that dynamically scales.
  • Native support for AI/ML, GenAI, and real-time analytics initiatives.
  • Simplified user access and enterprise-wide data discovery.
Migrating to Unity Catalog is not just an implementation—it is an operational shift toward greater trust, speed, compliance, and competitive resilience. To help organizations make this transition efficiently, Lirik has developed a proven, practical approach to migrating from HMS to Unity Catalog—grounded in deep expertise with the Databricks platform, Unity Catalog, and modern governance best practices.

From HMS to Unity Catalog: How Lirik Makes Modernization Practical

Successful migration from HMS to Unity Catalog requires more than implementation. Lirik brings proven frameworks, well-established Databricks expertise, and AI, ML, and GenAI experience to help enterprises accelerate their Unity Catalog journey. Our four-step migration approach involves:
  1. Comprehensive asset inventory and risk discovery: We assess your HMS environment—tables, views, functions, and jobs—to uncover compatibility risks and define a clear migration roadmap.
  2. Governance model redesign for long-term scalability: We architect centralized catalogs, schemas, and role hierarchies that ensure long-term scalability, security, and compliance with regulatory standards like HIPAA, SOX, and GDPR.
  3. Infrastructure-as-Code automation framework: Leveraging Terraform and best practices, we automate Unity Catalog setup, workspace binding, and asset migration with minimal manual errors.
  4. Metadata synchronization and validation: Our phased approach ensures seamless data integrity, full validation, and user acceptance testing.
  5. Disaster recovery and compliance: We redesign your disaster recovery and compliance strategies to fit Unity Catalog’s architecture, ensuring resilience and regulatory adherence across clouds.
With Lirik as your partner, you gain more than migration support—you gain a trusted advisor committed to future-proofing your data foundation.

Ready to Modernize Your Data Foundation? Join our upcoming webinar: https://lirik.io/accelerate-your-migration-to-unity-catalog/

Don’t let legacy systems hold back your future. The time to modernize is now.

Lirik empowers businesses to seize global opportunities with top-tier CRM, ERP, and data solutions. We combine startup agility with enterprise maturity, delivering personalized experiences, operational excellence and transformative growth.

Talk to one of our experts.

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Copyright 2024 Lirik All Rights Reserved.