Articles
Long-form notes from building Leivana's agentic AI platform — engineering decisions, model architecture, and what AI actually changes for marketing leadership. New articles every week.
Why I’m Building a Growth Strategy Agentic System
Most marketing organizations are still built to optimize campaigns, while CEOs and CFOs now expect them to optimize enterprise growth. That is the real shift happening inside the C-suite. The role of the CMO is no longer limited to advertising, branding, creative, and media. It is increasingly being pulled toward a Chief Growth Officer mandate […]
Building the Infrastructure Behind a Growth Strategy Agentic System
In my last post, I explained why I’m building a Growth Strategy Agentic System. This post is about the part most people never see first: the infrastructure and architecture decisions that determine whether a Growth Strategy Agentic System becomes a real strategic asset — or just another AI demo. Over the past several weeks, I’ve […]
