From Tech Debt to AI Leadership: The InfoLibrarian™ Modernization Framework
Built on 20+ years of Brian Brewer’s leadership, powering today’s fractional CTO services
Escape Data and Tech Debt. Architect for Scale. Modernize Without Vendor Bloat.
Our Modernization Framework is a hands-on blueprint, rooted in 20+ years of expertise, that helps leaders overcome tech debt with practical solutions. Used by fractional CTOs, it bridges strategy and technology—delivering results today, informed by a proven portfolio.
What This Is — And Why It Matters
Built for leaders buried in tech debt—not for those chasing catalogs or theory decks.
We deliver architectural escape plans, led by embedded CTOs, rooted in open principles, focused on execution.
Governance-in-Flow™ embeds trust, access, and observability into the delivery path—not bolted on later.
If you're done duct-taping tools and chasing failed paradigms, this framework, honed over 20 years, is for you.
Ideal for platform owners, CTOs, and engineering leaders tackling architectural challenges.
No theory. Just modernization that ships, backed by a 20+ year legacy.
Let’s identify the blockers and build your escape plan.
Tech and Data Debt
Tech debt isn’t just about databases or data lakes. It’s embedded in applications, commercial software, and products. With 20+ years of experience, we’ve untangled these complexities across platforms and custom apps, offering solutions today.
AI Readiness
"What does AI-ready look like?" It’s about architectural clarity and real-time readiness, honed over 20 years. We help your team shift to predictive data flows, breaking free of debt with proven methods.
What This Framework Enables
It rebuilds broken systems—faster, cleaner, without extra tools.
- Tech Debt Triage — Rapid assessment of slowdowns
- Architecture Refactoring — Removes legacy drag
- Modernization Tracks — Provides roadmaps
- Ownership-Ready Design — Scales effectively
- Governance-in-Flow™ — Embeds enforcement
Key Pillars of the Framework
- Platform Simplification by Design
Rebuilds overbuilt pipelines for clarity and scale, avoiding vendor lock-in. - Architecture-Aligned Patterns
Uses metadata to support architecture, not just catalogs. - Governance-in-Flow™
Integrates trust and observability into delivery. - Execution Over Theory
Focuses on delivery and mentorship, proven over 20 years. - Open Ecosystem Friendly
Supports AWS, Azure, or hybrid setups.
AI Without Chaos: Metadata-Driven Alignment
AI success relies on aligning intelligence with business context and metadata. This 20+ year framework provides that context, enabling smarter insights today.
From Legacy to Leadership: 20+ Years of Metadata Expertise
Over 20 years of metadata integration shaped this framework, evolving from InfoLibrarian enterprise software. Its IP—300+ adapters, meta-model, and APIs—powers Governance-in-Flow™, offering scalable solutions for today’s challenges.
Enterprise Metadata Management
This 20+ year foundation powers scalable data governance, applied today by our fractional CTOs.
- ✓ Comprehensive Metadata Capture
- ✓ Data Model Integration
- ✓ Semantic Layer Development
- ✓ Automated Discovery
Enterprise Metadata Management (EMM) enables:
- Metadata Integration: Unifies metadata across ecosystems.
- Governance & Compliance: Enforces policies and tracks lineage.
- Data Product Enablement: Turns metadata into actionable products.
- AI & Analytics Acceleration: Fuels AI with trusted metadata.
- Cloud & Hybrid Support: Operates across environments.
- Big data metadata
- Metadata ingestion
- Schema
- Data lineage
- Impact analysis
- Computational
- Operational metrics
- Property Graphs, Knowledge Graphs, and Ontologies
- Business glossary
- Taxonomies
- Semantics
- Data products
- Stewardship workflows
- Data marketplaces
- Single sign-on
- Governance dashboards
- Business perspectives
- Consumer workflows
- Democratization
- Shopping experience
- AI Chat UX
How We Apply It Today
This framework guides our current client engagements.
- Fractional CTO Retainers
- Platform & Architecture Teardowns
- Delivery Acceleration Sprints
- Ownership & Enablement Tracks
- Data Contract Readiness Boosters
What Makes This Stand Out
| This Is Not... | This Is... |
|---|---|
| A metadata repository | Embedded modernization playbooks |
| A tool configuration project | Real-world refactoring plans |
| A maturity model | Team mentorship + architectural execution |
| A strategy deck | Platform acceleration using lean principles |
| Traditional Frameworks | InfoLibrarian™ Modernization Framework |
|---|---|
| Catalog-first thinking | Architecture-first, delivery-driven |
| Tool/vendor aligned | Tool-neutral, open-source friendly |
| Governance bureaucracy | Lightweight, embedded Governance-in-Flow™ |
| Strategy decks with no follow-through | Execution-first, roadmap-backed delivery |
| Metadata as the end goal | Metadata as signal, not shrine |
| Certification-led "maturity models" | Modernization-led autonomy & acceleration |
Powered By Our Modernization Framework
Our services today are powered by this 20+ year framework—focused on execution.
See Our Framework in Action →
