My Journey to Free Data at DevOps Speed

By Brian Brewer | Published July 25, 2024, 09:00 AM EDT

I look back on a career that defined both my path and InfoLibrarian’s evolution. For over two decades I led principal architecture work with SMBs and enterprises—much of it still reflected in our portfolio—from streamlining metadata for a global bank to strengthening data governance for a healthcare leader. By 2020, my own company faced a paradox: our pioneering Metadata Appliance™ from 2005 had become a legacy trap. This is the story of that debt, the rebuild lessons, and how the company returned to product IP.

The Legacy Bind

Our early success hinged on legacy platforms, data warehouses, and static catalogs—paradigms we had helped implement for customers. By 2020, InfoLibrarian’s platform, built on pre-cloud tech, struggled under technical debt. Maintenance costs soared, and an outage—rooted in an outdated adapter—shook client trust. The signs were familiar: rigid warehouses too slow for DevOps, catalogs too brittle for real-time events, and platforms too locked-in for cloud-native agility. Industry surveys put tech debt near the top of innovation barriers. We were no exception.

The Rebuild Driven by Experience

That crisis was the call to action. Drawing on years of enterprise architecture work—scaling metadata systems and overhauling platforms—I steered InfoLibrarian through a hard reset. We had to move off pure product maintenance, prove cloud-native patterns in the field, and capture what worked as a reusable framework. Hands-on work with organizations from Fortune 100s to nimble teams shaped that period:

  • Breaking the Warehouse Mold: We replaced batch processes with streaming architectures, slashing latency by over 60%.
  • Revolutionizing Catalogs: Static catalogs evolved into event-driven metadata governance, enabling instant data flows.
  • Embracing Open Cloud Solutions: Leveraging open tooling and multi-cloud strategies, we cut vendor dependency by 70%.

As principal architect and CTO, I kept strategy tied to working systems. The patterns that emerged—event-driven metadata, cloud-native openness, AI-ready context—became the bridge from classic product debt to next-generation Platform IP.

Classic product end of support. The classic InfoLibrarian product line reached end of support: that was the legacy tech debt. InfoLibrarian remains the company and portfolio brand; the record of that work continues here. Next-generation Platform IP is under InfoLibrarian (license deals).

Data at DevOps Speed: A New Era

Data is no longer a static relic—it’s a live, event-driven stream. Escaping legacy paradigms unlocks that potential: data that moves as fast as code, free from the constraints of traditional warehouses and catalogs, powered by cloud-native openness and governed metadata.

Your Path to Freedom

If your data is shackled by legacy systems, the lessons from this transformation offer a proven path: face the debt honestly, validate new patterns with working systems, and keep enterprise metadata as the foundation—not an afterthought.

About the Author

Brian Brewer is Founder and CTO of InfoLibrarian: enterprise metadata software IP, portfolio record, and knowledge graph platform available by license. Brian’s story · Products & IP