Thinking on enterprise architecture, AI grounding, and organizational complexity

Ideas worth
building on.

Writing from the frontier of enterprise knowledge architecture. Articles are released alongside our Design Partners Program.

Latest articles

ArchitectureComing soon

Why data catalogs fail at scale. And what comes after

The fundamental design flaw in bottom-up data cataloging, and why ontology-first is the only architecture that survives at enterprise scale.

Publishing soon →

TechnologyComing soon

HyDE: the bridge between business concepts and code that doesn't hallucinate

How Bidirectional Hypothetical Document Embedding closes the semantic gap between human vocabulary and machine-parseable technical assets.

Publishing soon →

VisualisationComing soon

The 3D enterprise: what spatial navigation means for organizational leaders

When the knowledge graph becomes a navigable spatial world, the cognitive model for understanding complex organizations changes fundamentally.

Publishing soon →

MethodologyComing soon

Running a Discovery Sprint: what we learned from the first 10

The structure, the surprises, and the consistent pattern we see in every organization's organizational map. From banking to pharma to enterprise SaaS.

Publishing soon →

Get notified when articles launch.

We publish alongside major milestones in the platform. No noise, no newsletter spam.

See what we built.

You know who we are. Now see what we ship. A full enterprise mapped live , no slides, no mockups, no "coming soon."

Playground access is instant.

This site uses cookies

We use essential cookies for the site to function and analytics cookies (Google Analytics) to understand how you use it. Analytics cookies are only activated with your consent. We do not track you across other websites. Your data is stored in the EU and processed in accordance with GDPR. Read our Privacy Policy

CoherenceCoherence