Insights

Semantic Layer

The shared meaning layer that grounds analytics, BI, and agent reasoning.

Platforms

Unity Catalog Is Not a Governance Tool -- It's Your AI Architecture Foundation

Most enterprises treat Unity Catalog as a compliance checkbox. The ones building AI-native architectures treat it as the foundation that makes everything else possible.

Daniel Piatkowski · 24 Mar 2026 ·6 min read

Platforms

Your BI Tool Is Already Being Bypassed -- Quietly

Dashboards aren't dying. They're being walked around. Users increasingly ask questions in chat surfaces that generate queries automatically -- and BI teams need to shift from building dashboards to governing semantics.

Daniel Piatkowski · 7 Mar 2026 ·7 min read

Platforms

The Emerging AI Stack

The AI stack is converging on one idea: make tool use reliable. Eight distinct layers, each solving a specific production pain.

Daniel Piatkowski · 24 Feb 2026 ·7 min read

Platforms

Why the Semantic Layer Becomes Critical Infrastructure in the Age of AI

Agents don't just need data -- they need meaning. The semantic layer is becoming agent safety infrastructure because it constrains what decisions an agent may take.

Daniel Piatkowski · 31 Dec 2025 ·7 min read

Semantic Layer

Unity Catalog Is Not a Governance Tool -- It's Your AI Architecture Foundation

Your BI Tool Is Already Being Bypassed -- Quietly

The Emerging AI Stack

Why the Semantic Layer Becomes Critical Infrastructure in the Age of AI

More insights when they’re published.