R1 · AI
AI is not a feature.
AI changes how companies think, decide, and work — which is why it belongs in working systems, not in demos.
The road there is not new to me: data, automation, decision systems, CRM and AdTech platforms, systems that scale to billions of requests a day. Anyone who has built this way quickly recognizes where AI has substance. What interests me is the operating model behind it: how decisions, responsibility, and work really change.
Data · Automation · Decision Systems · Operating Models
