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