Introducing the TQ Data Foundation–the Context Layer for trusted, autonomous agents. [LEARN MORE]

AI Readiness

Feature Focus: Demo – Databricks Unity Catalog Integration | AI Linking | Asset Diagram

See how TopQuadrant’s Databricks Unity catalog integration allows users to import metadata from their configured Databricks instance by creating a new data asset collection. Use AI Linking to automatically connect existing terms to new metadata. See how the TQ Asset Diagram enables visual creation of assets and instances of classes, making it easier to work with subject matter experts and brainstorm relationships at the instance level.

May 28, 2026 No Comments

All Data Is Referential. Here’s Why That Changes Everything.

Enterprises spend millions on master data management, data catalogs, and AI infrastructure — and still can’t get their systems to agree on what the data means. The missing piece isn’t more tooling. It’s a governed reference data layer that travels with your data everywhere it goes.

April 10, 2026 No Comments

Feature Focus Demo: MCP to Deliver Context to AI in TopQuadrant Data Foundation

See how TopQuadrant’s TQ Data Foundation uses MCP to bring enterprise context directly into AI applications.

March 19, 2026 No Comments

How Do I Build a Context Layer for AI? Start with Authoritative Context

Context Layer Definition: The Context Layer connects enterprise data to business meaning, relationships, and governance so that AI systems can reason about how an organization actually works.

March 12, 2026 No Comments

How to Build an AI-ready Data Foundation Using Semantic Ontologies and Knowledge Graphs

Learn how to build an ai ready data foundation using semantic ontologies and knowledge graphs to support trusted, scalable enterprise AI.

March 2, 2026 No Comments

Why Isn’t AI Delivering Business Value? The Missing Data Foundation.

AI models struggle without context. Explore how an ai ready data foundation enables scalable, trustworthy enterprise AI.

March 2, 2026 No Comments

Blog | Building the Context Layer that Scales Trustworthy AI

AI Is Exposing What’s Missing Enterprises are investing heavily in AI. Yet many are struggling to move from pilots to production. The common assumption is

February 18, 2026 No Comments

Blog | Structured Data: What It Is, Why It Matters, and How Enterprises Use It to Power AI and Governance

Learn what structured data is, why it matters for enterprises, and how it powers data governance, analytics, and AI initiatives at scale.

December 17, 2025 No Comments

Blog | What Is an AI Data Governance Framework? Principles, Best Practices, and Examples

Discover what an AI data governance framework is and how enterprises use it to ensure responsible, compliant AI.

November 25, 2025 No Comments

Blog | Retrieval Augmented Generation Explained

Discover how retrieval augmented generation (RAG) works, why it matters, and how enterprises use it to deliver trustworthy, context-aware AI outputs.

October 17, 2025 No Comments