Platforms

AI-Native Architecture

I Was Ready To Put Claude On Every Desk. Then Anthropic Changed The Rules.

Anthropic is tightening the screws on the people who made Claude successful. That is the preview of what enterprises should expect. Here is what the alternatives look like.

Daniel Piatkowski · 16 Apr 2026 ·12 min read

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

Why the Next Platform War Is About Agents

The next platform war will not be fought over models or data. It will be fought over who owns the agent runtime -- orchestration, tool integration, identity, and observability.

Daniel Piatkowski · 2 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

I Was Ready To Put Claude On Every Desk. Then Anthropic Changed The Rules.

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

Your BI Tool Is Already Being Bypassed -- Quietly

Why the Next Platform War Is About Agents

The Emerging AI Stack

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

More insights when they’re published.