Post by RudderStack

AI is becoming the interface to your data stack. Claude can query across tools, generate analysis, and even trigger campaigns. On the surface, it looks like you can skip centralizing data altogether. But that only works if the data underneath is consistent. Same users. Same schemas. Same events across every tool. Without that, the AI layer breaks down fast. It can reason about data, but it can’t fix mismatched identities or conflicting definitions. RudderStack enforces that consistency at the point of collection. Events are captured once and delivered everywhere, so every downstream system reflects the same reality. That’s what makes cross-tool AI workflows actually work. Soumyadeb Mitra dives into the details in a recent blog post. Link in comments ⬇️